Projects in Awesome Lists tagged with deep-q-network
A curated list of projects in awesome lists tagged with deep-q-network .
https://github.com/morvanzhou/reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Last synced: 13 May 2025
https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Last synced: 30 Mar 2025
https://github.com/morvanzhou/tensorflow-tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
autoencoder classification cnn deep-q-network dqn dropout gan generative-adversarial-network machine-learning neural-network regression rnn tensorflow tensorflow-tutorials tutorial
Last synced: 14 May 2025
https://github.com/MorvanZhou/Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
autoencoder classification cnn deep-q-network dqn dropout gan generative-adversarial-network machine-learning neural-network regression rnn tensorflow tensorflow-tutorials tutorial
Last synced: 07 May 2025
https://github.com/simoninithomas/deep_reinforcement_learning_course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity
Last synced: 14 May 2025
https://github.com/simoninithomas/Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity
Last synced: 19 Jul 2025
https://github.com/rlcode/reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
a3c actor-critic deep-learning deep-q-network deep-reinforcement-learning dqn machine-learning policy-gradient reinforcement-learning
Last synced: 03 Oct 2025
https://github.com/keon/deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
ddqn deep-learning deep-q-network deep-reinforcement-learning dqn reinforcement-learning
Last synced: 29 Sep 2025
https://github.com/qfettes/deeprl-tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c actor-critic advantage-actor-critic categorical-dqn deep-q-network deep-recurrent-q-network deep-reinforcement-learning deeprl-tutorials double-dqn dueling-dqn gae multi-step-learning noisy-networks ppo prioritized-experience-replay python3 pytorch quantile-regression rainbow reinforcement-learning
Last synced: 16 May 2025
https://github.com/qfettes/DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c actor-critic advantage-actor-critic categorical-dqn deep-q-network deep-recurrent-q-network deep-reinforcement-learning deeprl-tutorials double-dqn dueling-dqn gae multi-step-learning noisy-networks ppo prioritized-experience-replay python3 pytorch quantile-regression rainbow reinforcement-learning
Last synced: 01 May 2025
https://github.com/sudharsan13296/Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo
Last synced: 02 Apr 2025
https://github.com/sudharsan13296/hands-on-reinforcement-learning-with-python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo
Last synced: 04 Apr 2025
https://github.com/chris-chris/pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
ai deep-q-network deep-reinforcement-learning deepmind machine-learning reinforcement-learning startcraft2
Last synced: 12 Apr 2025
https://github.com/samre12/deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
agent artificial-intelligence bitcoin deep-q-network deep-reinforcement-learning deep-sense recurrent-neural-networks trading
Last synced: 14 Mar 2025
https://github.com/juliareinforcementlearning/reinforcementlearning.jl
A reinforcement learning package for Julia
deep-q-network deep-reinforcement-learning julia machine-learning reinforcement-learning
Last synced: 03 Nov 2025
https://github.com/mishalaskin/curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac
Last synced: 05 Apr 2025
https://github.com/MishaLaskin/curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac
Last synced: 15 Jul 2025
https://github.com/chenglongchen/pytorch-drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
a2c acktr actor-critic advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network deep-reinforcement-learning dqn drl madrl multi-agent ppo proximal-policy-optimization pytorch reinforcement-learning rl
Last synced: 05 Apr 2025
https://github.com/vietnh1009/flappy-bird-deep-q-learning-pytorch
Deep Q-learning for playing flappy bird game
deep-q-learning deep-q-network pygame pytorch reinforcement-learning
Last synced: 04 May 2025
https://github.com/uvipen/Tetris-deep-Q-learning-pytorch
Deep Q-learning for playing tetris game
cv2 deep-q-learning deep-q-network pytorch reinforcement-learning
Last synced: 17 Aug 2025
https://github.com/vietnh1009/Tetris-deep-Q-learning-pytorch
Deep Q-learning for playing tetris game
cv2 deep-q-learning deep-q-network pytorch reinforcement-learning
Last synced: 19 Jul 2025
https://github.com/vietnh1009/tetris-deep-q-learning-pytorch
Deep Q-learning for playing tetris game
cv2 deep-q-learning deep-q-network pytorch reinforcement-learning
Last synced: 04 May 2025
https://github.com/yukezhu/tensorflow-reinforce
Implementations of Reinforcement Learning Models in Tensorflow
actor-critic deep-q-network deep-reinforcement-learning policy-gradient reinforcement-learning tensorflow
Last synced: 25 Feb 2025
https://github.com/mishalaskin/rad
RAD: Reinforcement Learning with Augmented Data
codebase data- data-augmentations deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deeplearning-ai dm-control model-free mujoc off-policy ppo rad reinforcement-learning rl sac soft-actor-critic
Last synced: 06 Apr 2025
https://github.com/accel-brain/accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
auto-encoder automatic-summarization combinatorial-optimization deep-learning deep-q-network deep-reinforcement-learning energy-based-model generative-adversarial-network lstm multi-agent-reinforcement-learning q-learning quantum-annealing quantum-monte-carlo reinforcement-learning restricted-boltzmann-machine self-supervised-learning semi-supervised-learning simulated-annealing transfer-learning
Last synced: 30 Oct 2025
https://github.com/cyoon1729/deep-Q-networks
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
deep-q-network pytorch q-learning reinforcement-learning
Last synced: 19 Jul 2025
https://github.com/navjindervirdee/2048-deep-reinforcement-learning
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
2048-game convolutional-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning neural-network q-learning reinforcement-learning
Last synced: 25 Jul 2025
https://github.com/gordicaleksa/pytorch-learn-reinforcement-learning
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
deep-learning deep-q-network dqn jupyter policy-gradient ppo python pytorch pytorch-dqn pytorch-implementation pytorch-policy-gradient pytorch-ppo reinforcement-learning reinforcement-learning-algorithms rl
Last synced: 12 Sep 2025
https://github.com/jhu-lcsr/good_robot
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
computer-vision deep-learning deep-q-network deep-reinforcement-learning grasping learning-from-demonstration manipulation multi-step-dqn multi-step-learning reinforcement-learning robotic-manipulation robotics simulation task-to-task-transfer vrep-simulator zero-shot-learning
Last synced: 03 Oct 2025
https://github.com/thtrieu/essence
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
auto-differentiation cartpole computational-graphs convolutional-networks convolutional-neural-networks deep-learning deep-q-network dropout lenet lstm lstm-model machine-learning mnist neural-turing-machines question-answering recurrent-neural-networks reinforcement-learning
Last synced: 29 Jul 2025
https://github.com/neka-nat/distributed_rl
Pytorch implementation of distributed deep reinforcement learning
amazon-web-services ape-x deep-q-network distributed-systems double-dqn dueling-dqn openai-gym prioritized-experience-replay pytorch r2d2 reinforcement-learning
Last synced: 22 Mar 2025
https://github.com/sdsubhajitdas/rocket_lander_gym
💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.
artificial-intelligence deep-learning deep-neural-networks deep-q-network gym gym-environment openai openai-gym openai-gym-agents openai-gym-environment openai-gym-environments reinforcement-learning reinforcement-learning-agent reinforcement-learning-playground spacex spacex-launches spacex-visualization spacexbot tensorflow tensorflow-experiments
Last synced: 11 Jun 2025
https://github.com/alexsosn/convnetswift
Swift port of ConvnetJS. [Work in progress]
convnetjs convolutional-neural-networks deep-learning deep-q-network deep-reinforcement-learning machine-learning swift-port
Last synced: 15 Jun 2025
https://github.com/cernewein/heating-rl-agent
A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.
deep-deterministic-policy-gradient deep-q-network deep-reinforcement-learning demand-response reinforcement-learning
Last synced: 04 May 2025
https://github.com/mvrahden/reinforce-js
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
ai artificial-intelligence deep-learning deep-q-network deep-reinforcement-learning deepmind deterministic-policy-gradients dqn dqn-solver learning-agents machine-learning-solver neural-network npm reinforce-js reinforcement reinforcement-learning solver td-solver temporal-differencing-learning typescript
Last synced: 11 Sep 2025
https://github.com/bhanuvikasr/deep-rl-torcs
Autonomous Navigation using Deep Reinforcement Learning
actor-critic deep-q-network deep-reinforcement-learning policy-gradient
Last synced: 13 Aug 2025
https://github.com/mimoralea/king-pong
Deep Reinforcement Learning Pong Agent, King Pong, he's the best
agent deep-learning deep-q-network deep-reinforcement-learning dqn king-pong machine-learning percept q-learning reinforcement-learning reinforcement-learning-algorithms
Last synced: 25 Aug 2025
https://github.com/mehdishahbazi/dqn-frozenlake-gymnasium
This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.
deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn drl drl-pytorch frozenlake gym gymnasium python pytorch q-learning reinforcement-learning
Last synced: 12 Apr 2025
https://github.com/andi611/dqn-deep-q-network-atari-breakout-tensorflow
Training a vision-based agent with the Deep Q Learning Network (DQN) in Atari's Breakout environment, implementation in Tensorflow.
agent atari atari-breakout breakout deep-q-learning deep-q-learning-network deep-q-network deep-qlearning-algorithm deep-qnetworks dqn mlds mlds17-machine-learning-course mlds2018spring openai-gym openai-gym-agents openai-gym-environments openai-gym-solutions reinforcement-learning tensorflow tensorflow-models
Last synced: 15 Jul 2025
https://github.com/rajshah4/eat_melon_deepq
A Deep Q Reinforcement Learning Demo
deep deep-q-network javascript reinforcement-learning
Last synced: 06 Apr 2025
https://github.com/yanyongyu/flappybird
FlappyBird Reinforcement Learning based on Pygame, OpenCV, Tensorflow
deep-q-network flappybird reinforcement-learning
Last synced: 11 Apr 2025
https://github.com/soheil-mp/reinforcement-learning-algorithms
Step by Step Reinforcement Learning Tutorials.
alphazero ddpg deep-q-learning deep-q-network discretization dqn dynamic-programming finance markov-decision-processes monte-carlo policy-based-method reinforce reinforcement-learning temporal-difference
Last synced: 12 Apr 2025
https://github.com/sshkhr/rbdoom
RBDoom is a Rainbow-DQN based agent for playing the first-person shooter game Doom
deep-learning deep-q-network deep-reinforcement-learning double-dqn dueling-dqn experience-replay rainbow-dqn reinforcement-learning
Last synced: 11 Apr 2025
https://github.com/vivek3141/snake-gym
A gym environment for the game snake, with a tiled version. Contains implementations for NEAT and RL.
deep-q-network dopamine dopamine-rl reinforcement-learning snake snake-ai
Last synced: 14 Mar 2025
https://github.com/itsubaki/neu
Deep Learning framework for Go from scratch
deep-learning deep-q-network machine-learning
Last synced: 07 Nov 2025
https://github.com/misaghsoltani/deepcubeai
Learning Discrete World Models for Heuristic Search
a-star-search deep-learning deep-q-network deep-reinforcement-learning deepcubea deepcubeai deepxube heuristic-search heuristic-search-algorithms model-based-reinforcement-learning planning q-learning q-star q-star-search reinforcement-learning representation-learning rlc2024 rubiks-cube sokoban world-model
Last synced: 02 Jul 2025
https://github.com/voaneves/colab-rl
Keras implementation of the latest Reinforcement Learning algorithms, ready to use in Google Colab.
acer artificial-intelligence deep-learning deep-q-network keras-tensorflow neural-networks python reinforcement-learning snake-game
Last synced: 14 Apr 2025
https://github.com/perseus784/saturnmind
A repo to understand Q Learning and Deep Q learning
deep deep-q-learning deep-q-network deep-reinforcement-learning evolution machine-learning neural-network python qlearning reinforcement-learning tensorflow
Last synced: 30 Aug 2025
https://github.com/mehdishahbazi/dqn-mountain-car-gymnasium
This repo implements Deep Q-Network (DQN) for solving the Mountain Car v0 environment (discrete version) of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with a custom reward function for faster convergence.
deep-learning deep-q-learning deep-q-network deep-reinforcement-learning discrete dqn drl drl-pytorch gym gymnasium mountain-car mountain-car-discrete mountain-car-problem python pytorch q-learning reinforcement-learning
Last synced: 11 Oct 2025
https://github.com/mehdishahbazi/dqn-cliff-walking-gymnasium
This repo implements Deep Q-Network (DQN) for solving the Cliff Walking v0 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with the finest tuning.
cliff-walking-problem cliffwalking deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn drl drl-pytorch gym gymnasium python pytorch q-learning reinforcement-learning
Last synced: 22 Apr 2025
https://github.com/daniel-liu-c0deb0t/general-algorithms
A variety of algorithm implementations and short classes, mostly for competitive programming and machine learning.
algorithms data-structures deep-learning deep-q-network java python reinforcement-learning
Last synced: 25 Jul 2025
https://github.com/gabotechs/lazaro
Reinforcement learning framework for implementing custom models on custom environments using state of the art RL algorithms
actor-critic artificial-intelligence deep-learning deep-learning-algorithms deep-q-learning deep-q-learning-network deep-q-network deep-reinforcement-learning ppo reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms
Last synced: 14 Apr 2025
https://github.com/ahammadmejbah/deep-learning-interview-questions
Deep learning is a subset of machine learning that uses artificial neural networks to model and solve complex tasks. It excels at tasks like image and speech recognition, natural language processing, and has revolutionized fields like computer vision and language understanding.
deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deeplearning deeplearning-ai interview python python3
Last synced: 01 Jul 2025
https://github.com/aydinnyunus/guessthepopulation
Guess The Population of Turkey
deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-q-network deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-learning-library machine-translation machine-vision machinelearning machinelearning-python population turkey turkiye-nufus-haritasi
Last synced: 10 Jun 2025
https://github.com/jalajthanaki/spaceinvaders_gamingbot
Used DQN (Deep Q Network) in order to build the gaming bot
deep-q-learning deep-q-network dqn gym-environment
Last synced: 09 Apr 2025
https://github.com/trainingbypackt/keras-2.x-projects-elearning
Leverage the power of Keras to build and train state-of-the-art deep learning models
deep-q-network deep-reinforcement-learning deeplearning keras long-short-term-memory lstm natural-language-toolkit nltk open-gym-ai recurrent-neural-network reinforcement-learning robot
Last synced: 10 Apr 2025
https://github.com/beegass/deep-q-learning
This is my attempt at implementing the paper "Playing Atari with Deep Reinforcement Learning" By Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra and Martin Riedmiller. This is my first attempt at both reading and implementing a research paper.
deep-q-network deep-reinforcement-learning q-learning reinforcement-learning
Last synced: 21 Sep 2025
https://github.com/thebutlah/projectmars
An AI simulation to plan infrastructure for a growing human population.
artificial-intelligence clustering deep-q-network neural-network q-map-network reinforcement-learning
Last synced: 04 Sep 2025
https://github.com/jedrazb/rl-grid-world
Reinforcement learning agent which finds a path to the goal in a grid world. This exercise was done as a coursework for course C424 at Imperial College London.
deep-q-learning deep-q-network grid-world reinforcement-agents reinforcement-learning reinforcement-learning-agent
Last synced: 04 Apr 2025
https://github.com/rvk007/multi-env-decision-making
Making a single agent navigate through traffic across different environments.
decision-making deep-q-network deep-reinforcement-learning multi-task-learning reinforcement-learning
Last synced: 27 Jun 2025
https://github.com/harshitm98/chrome-dino-ai
Reinforcement learning on Chrome's Dino game
deep-q-learning deep-q-network open-cv reinforcement-learning
Last synced: 27 Mar 2025
https://github.com/simoninithomas/deep_q_learning
A DQL implementation with keras
deep-q-learning deep-q-network keras openai-gym
Last synced: 19 Aug 2025
https://github.com/mvrahden/learning-agents
Reinforcement Learning Agents learn with Deep-Q-Learning Network to collect superior and avoid inferior items.
agent ai angular artificial-intelligence artificial-neural-networks deep-learning deep-q-learning deep-q-network deep-reinforcement-learning deepmind dqn learning-agents material nodejs q-learning sarsa simulation
Last synced: 11 Oct 2025
https://github.com/ttitcombe/dqn
PyTorch implementation of Deep Q Learning
cartpole deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn dqn-pytorch openai-gym pytorch pytorch-implementation reinforcement-learning
Last synced: 05 Nov 2025
https://github.com/fractal-solutions/cortex
Deep Q Network implementation for use with MQL5 (DLL)
ai deep-q-learning deep-q-network metatrader-5 mql5 mql5-api neural-network
Last synced: 07 May 2025
https://github.com/seeknndestroy/dqn-cartpole
A Deep Q-Network (DQN) agent solving the CartPole-v1 environment from OpenAI's Gym. Demonstrates reinforcement learning for control tasks and serves as an educational resource for deep learning and reinforcement learning enthusiasts.
deep-q-network deep-reinforcement-learning openai-gym pytorch
Last synced: 28 Mar 2025
https://github.com/neka-nat/player_zoo
Deep reinforcement learning implementations
a3c cem ddpg deep-q-network deep-reinforcement-learning double-dqn dueling-dqn prioritized-replay pytorch reinforcement-learning visdom
Last synced: 24 Mar 2025
https://github.com/williamzhang20/cart-pole-dqn
A Deep-Q Network (DQN) agent trained to balance a cartpole in the Gymnasium simulation environment
deep-q-network q-learning reinforcement-learning
Last synced: 26 Mar 2025
https://github.com/fork123aniket/deep-recurrent-q-networks
Implementation of Deep Recurrent Q-Networks for Partially Observable environment setting in Tensorflow
deep-q-learning deep-q-learning-network deep-q-network deep-recurrent-q-network deep-reinforcement-learning gridworld gridworld-environment reinforcement-learning reinforcement-learning-algorithms tensorflow tensorflow-tutorial
Last synced: 07 Apr 2025
https://github.com/yaricom/deep-ne-gpu
The Deep Neuroevolution GPU enhanced with integrated Atari ALE environment
atari deep-learning deep-q-network deep-reinforcement-learning genetic-algorithm neuroevolution
Last synced: 30 Jul 2025
https://github.com/gift-exe/dqn
Attempting to implement a Deep-Q-Network for an RL agent in a custom environment
deep-q-network pygame reinforcement-learning reinforcement-learning-environments
Last synced: 03 Mar 2025
https://github.com/amabna/snake-game-with-rl
SnakeRL is a Python project implementing the Snake game with Deep Q-Learning. The agent learns to navigate, collect food, and avoid collisions using a neural network, dynamic rewards, and customizable settings. Perfect for exploring RL and game AI.
ai artificial-intelligence deep-learning deep-q-learning deep-q-network n-step-deep-q-learning neural-network neural-networks q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments
Last synced: 09 Oct 2025
https://github.com/yashk2000/gridworld-rl
Using deep Q learning to play Gridworld
deep-q-network dqn-pytorch python3 pytorch reinforcement-learning
Last synced: 03 Apr 2025
https://github.com/harshitm98/cartpole
Implemented Deep-Q-Learning on OpenAI's CartPole environment.
deep-q-network deep-reinforcement-learning reinforcement-learning
Last synced: 04 Jul 2025
https://github.com/mrdvince/unity_navigation
Using a Deep Q Network to train an agent to collect only yellow bananas leaving the blue ones in a unity ml-agents environment
agent deep-q-network dqn-model episodes python pytorch reinforcement-learning udacity-nanodegree
Last synced: 29 Mar 2025
https://github.com/kaleidophon/quirky-quokka
Environment-related differences of Deep Q-Learning and Deep Double Q-Learning
deep-double-q-network deep-learning deep-q-network double-q-learning machine-learning q-learning reinforcement-learning
Last synced: 28 Oct 2025
https://github.com/antonio-f/deep_q-network
Deep Q-Network example from Udacity's Deep Reinforcement Learning Nanodegree.
101 box2d deep-learning deep-q-learning deep-q-network dqn dqn-pytorch gym lunarlander-v2 openai-gym pybox2d pytorch reinforcement-learning tutorial
Last synced: 30 Mar 2025
https://github.com/zubair-irshad/udacity_deep_rl
My solutions (with explanations) to the Udacity Deep Reinforcement Learning Nano Degree Program assignments, mini-projects and projects
ddpg-algorithm deep-neural-networks deep-q-network deep-reinforcement-learning dqn ppo pytorch reinforcement-learning unity-ml-agents
Last synced: 10 Oct 2025
https://github.com/barraharrison/dqn-self-driving-car
Self-driving car simulation in Python using Deep Q-Network (DQN)
deep-q-network machine-learning neural-networks pygame pytorch self-driving-car
Last synced: 31 Jul 2025
https://github.com/thirdeyeinfo/lunar-lander
Lunar Lander training using Deep-Q-Learning
artificial-intelligence deep-q-learning deep-q-network experience-replay gymnasium
Last synced: 29 Oct 2025
https://github.com/williamzhang20/ai-moonlander
Using reinforcement learning to land on the moon!
actor-critic advantage-actor-critic deep-deterministic-policy-gradient deep-q-network policy-gradient proximal-policy-optimization reinforcement-learning
Last synced: 10 Aug 2025
https://github.com/burakahmet/autonomous-car-with-deep-q-learning
Self driving car with Deep Q-Learning
airsim airsim-simulator autonomous-agents autonomous-car autonomous-driving autonomous-vehicles convolutional-neural-networks deep-learning deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning otonom-arac python pytorch pytorch-cnn reinforcement-learning reinforcement-learning-agent self-driving-car self-learning
Last synced: 06 Apr 2025
https://github.com/jhrcook/rl-playground
A Jupyter Lab for experimenting with Reinforcement Learning.
deep-q-network jupyter-lab jupyter-notebook jupyterlab reinforcement-learning tensorflow tensorflow2
Last synced: 03 Mar 2025
https://github.com/hoverslam/rl-lunar-lander
Solving OpenAI's "Lunar Lander" with Reinforcement Learning
actor-critic deep-q-network neural-fitted-q openai-gym reinforce-with-baseline reinforcement-learning
Last synced: 24 Dec 2025
https://github.com/ee2110/store_item_recsys_with_deep_learning_and_tensorflow
algorithms convolutional-neural-networks deep-neural-networks deep-q-network double-deep-q-network machine-learning machine-learning-algorithms numpy policy-gradient python recurrent-neural-networks tensorflow
Last synced: 23 Mar 2025
https://github.com/hoverslam/snake
The classic snake game in Python played by a DQN agent
deep-q-network game reinforcement-learning
Last synced: 28 Dec 2025
https://github.com/tiagomontalvao/drlnd-navigation
Deep Reinforcement Learning agent that solves the Banana Navigation environment, as stated in the first project of Udacity DRL Nanodegree.
deep-learning deep-q-network deep-reinforcement-learning dqn machine-learning pytorch reinforcement-learning
Last synced: 21 Mar 2025
https://github.com/lbrndnr/inf581-proj
Final project for INF581 - Advanced Topics in Artificial Intelligence (2017-2018)
deep-q-network dqn monte-carlo q-learning reinforcement-learning snake-game
Last synced: 17 Jul 2025
https://github.com/junshern/dqn-navigation
Deep Q-Network implementation using PyTorch to solve a 2D navigation + rewards collection task.
deep-q-network ml-agents pytorch reinforcement-learning
Last synced: 04 Apr 2025
https://github.com/cptanalatriste/banana-hunter
A deep-reinforcement learning agent that loves bananas.
deep-q-network deep-reinforcement-learning python pytorch
Last synced: 28 Nov 2025
https://github.com/pdoup/q-cobra
DQN Agent for Snake 🐍
deep-q-network deep-reinforcement-learning double-dqn dueling-dqn multi-step-learning prioritized-experience-replay q-learning
Last synced: 07 May 2025
https://github.com/wondervictor/deepqlearning
Deep Q Learning
deep-q-network deep-reinforcement-learning dqn
Last synced: 06 Jul 2025
https://github.com/lmizner/ece239_signalsandsystems
Course work from UCLA's ECE239 - Special Topics in Signals and Systems
conditional-ddpm deep-q-network denoising-diffusion-probabilistic-models dqn gans generative-adversarial-network generative-ai minigpt vae variational-autoencoder
Last synced: 02 Apr 2025
