Projects in Awesome Lists tagged with deep-q-learning
A curated list of projects in awesome lists tagged with deep-q-learning .
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/pskrunner14/trading-bot
Stock Trading Bot using Deep Q-Learning
ai-agents deep-q-learning q-learning reinforcement-learning stock-price-prediction stock-trading stock-trading-bot trading-algorithms trading-bot
Last synced: 22 Mar 2025
https://github.com/cpnota/autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
a2c advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-learning deep-reinforcement-learning dqn dqn-pytorch ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic
Last synced: 11 Sep 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/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/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/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/mmcenta/left-shift
Using deep reinforcement learning to tackle the game 2048.
2048 2048-ai 2048-game deep-q-learning deep-reinforcement-learning reinforcement-learning
Last synced: 13 Sep 2025
https://github.com/doctorcorral/gyx
Reinforcement Learning environment for Elixir
artificial-intelligence deep-q-learning dopamine-rl elixir-lang reinforcement-learning
Last synced: 11 Sep 2025
https://github.com/vivek3141/super-mario-rl
Deep Reinforcement learning and Python learn how to play the original Super Mario Bros
deep-q-learning machine-learning mario reinforcement-learning
Last synced: 01 Apr 2025
https://github.com/vivek3141/pacman-ai
A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning
artificial-intelligence deep-q-learning dopamine dqn neat neat-python neural-network neuroevolution pacman python q-learning reinforcement-learning tensorflow tensorflow-rl
Last synced: 01 Apr 2025
https://github.com/kwea123/hindsight_experience_replay
A tensorflow implementation of hindsight experience replay
deep-q-learning hindsight-experience-replay jupyter-notebook python reinforcement-learning tensorflow
Last synced: 26 Mar 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/fszewczyk/rocket-landing-rl
Custom OpenAI Gym for vertical rocket landing and Deep Q-Learning implementation.
deep-q-learning deep-q-network q-learning reinforcement-learning rocket-landing thrust-vector-control
Last synced: 14 Jan 2026
https://github.com/anroshka/snake-ai
🐍 A Snake game AI that learns to play through Deep Q-Learning. Built with PyTorch and Pygame, featuring CUDA acceleration and real-time visualization of the learning process.
artificial-intelligence collaborate collaboration cuda deep-learning deep-q-learning dqn game-ai gpu-acceleration machine-learning neural-network pygame python pytorch q-learning reinforcement-learning snake-game
Last synced: 24 Feb 2026
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/giulic3/flatland-challenge-marl
Proposed solution to the Flatland challenge (https://www.aicrowd.com/challenges/flatland-challenge), solving the Vehicle Rescheduling Problem (VRSP) on trains using Multi-Agent-Reinforcement-Learning
deep-q-learning deep-reinforcement-learning multi-agent-reinforcement-learning pytorch
Last synced: 04 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/mattjhawken/deep-rl-trading
A transformer-based deep RL trading bot built with PyTorch.
deep-learning deep-q-learning deep-reinforcement-learning trading-algorithms transformer
Last synced: 19 May 2026
https://github.com/wiitt/dqn-car-racing
Implementation of DQN and DDQN algorithms for Playing Car Racing Game
car-racing-game convolutional-neural-networks ddqn deep-learning deep-q-learning dqn dqn-pytorch gym-environment gymnasium-environment machine-learning model-free-rl neural-network off-policy-learning pytorch-implementation reinforcement-learning
Last synced: 16 Jan 2026
https://github.com/niklasschmitz/deepqlearning
small experiments with agents learning atari games, implemented in jax/numpy
deep-q-learning deep-reinforcement-learning jax
Last synced: 21 Aug 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/ghubnerr/darwin
A thorough exploration of Reinforcement Learning through OpenAI Gymnasiums. Inspired by OpenAI's "Emergent tool use form multi-agent interaction".
deep-q-learning multi-agent-reinforcement-learning openai-gym reinforcement-learning reinforcement-learning-algorithms
Last synced: 03 Sep 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/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/lemuelpuglisi/lunar-lander-dqn
Simple PyTorch implementation of Deep Q-learning Algorithm to play Lunar Lander.
deep-q-learning lunar-lander open-ai-gym reinforcement-learning
Last synced: 10 Oct 2025
https://github.com/nowke/wumpus-rl
Wumpus World Reinforcement Learning - Deep Q Network, based on OpenAI-Gym
deep-q-learning openai-gym reinforcement-learning wumpusworld
Last synced: 07 Mar 2026
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: 23 Jan 2026
https://github.com/klus3kk/microsociety
An object-oriented project that represents the simulator of the society with dynamically changing events.
2d ai cpp deep-q-learning machine-learning oop python reinforcement-learning sfml simulation tensorflow
Last synced: 10 Apr 2026
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/dfriend01/atari-drl
An implementation of a Deep Reinforcement Learning model that trains an agent to play Atari 2600 games.
atari atari2600 deep-learning deep-q-learning machine-learning qlearning reinforcement-learning
Last synced: 19 Apr 2025
https://github.com/thc1006/colosseum-oran-frl-demo
Offline Federated RL for O-RAN slice resource management on Colosseum traces
5g 6g colosseum deep-q-learning digital-twin federated-learning network-slicing o-ran offline-reinforcement-learning python reinforcement-learning research-framework simulation starter-kit
Last synced: 03 Oct 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/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: 29 Apr 2026
https://github.com/sxv357/inspirit-ai-deep-dive-designing-dl-systems-finalproject-rl-for-autonomous-vehicles
This project uses Reinforcement Learning to teach an agent to drive by itself and learn from its observations so that it can maximize the reward(180+ lines)
deep-q-learning epsilon-greedy exploration-exploitation loss-functions q-learning reinforcement-learning
Last synced: 01 Mar 2025
https://github.com/pintamonas4575/rl-model-the-simpsons
Implementation of a Reinforcement Learning (RL) model to learn to scratch the less possible surface on the scratch game of the Badulaque of the app "The Simpsons Springfield".
custom-environment deep-learning deep-q-learning machine-learning pytorch q-learning reinforcement-learning reinforcement-learning-environment scratch-game simpsons-app streamlit web-deployment
Last synced: 17 Jun 2025
https://github.com/zenithclown/self-development
data-structures deep-q-learning dsa-algorithm github grokking-coding-interview hackerearth-solutions interview-preparation interview-questions julia kaggle-competition leetcode leetcode-python leetcode-solutions practice-programming project-euler-python-solutions python python3
Last synced: 23 Mar 2025
https://github.com/goktug97/dqn
Another Addition to the Pile of Deep Q Learning, Double DQN, PER, Dueling DQN Implementations
deep-learning deep-q-learning deep-reinforcement-learning double-dqn dqn dueling-dqn experience-replay gym prioritized-experience-replay pytorch qlearning reinforcement-learning
Last synced: 03 May 2026
https://github.com/prakhar-ff13/reinforcement-learning-with-python
Reinforcement Learning Notebooks
actor-critic cross-entropy-method deep-learning deep-q-learning deep-reinforcement-learning machine-learning markov-decision-processes monte-carlo policy-evaluation policy-gradient policy-iteration reinforcement-learning temporal-differencing-learning value-iteration
Last synced: 05 May 2026
https://github.com/flowun/gardnerchessai
Implementation of the Double Deep Q-Learning algorithm with a prioritized experience replay memory to train an agent to play the minichess variante Gardner Chess
ai ai-projects artificial-inteligence chess chess-ai ddqn deep-q-learning double-deep-q-learning double-dqn minichess prioritized-experience-replay q-value reinforcement-learning tensorflow tensorflow-tutorials tutorials
Last synced: 12 Feb 2026
https://github.com/simoninithomas/deep_q_learning
A DQL implementation with keras
deep-q-learning deep-q-network keras openai-gym
Last synced: 18 May 2026
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: 28 Apr 2026
https://github.com/sleleu/learn2slither
42 ai deep-q-learning learn2slither q-learning reinforcement-learning snake
Last synced: 08 Feb 2026
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: 16 May 2026
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/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: 11 Apr 2026
https://github.com/pd-mera/cart-pole-dqn
Try to reproduce basic example of Deep Q Learning (DQN) with Pytorch
deep-q-learning gymnasium-environment onnx onnxruntime torch
Last synced: 11 Jul 2025
https://github.com/matteo4diani/deep-q-learning
An implementation of Deep Q Learning from scratch with PyTorch and OpenAI gym on the ATARI environment (Breakout). The author of this code is Bryan Thornbury (@brthor) and all credit goes to him. I did some minor adjustments needed to keep up with numpy / gym and added some QoL improvements.
atari-2600 atari-breakout deep-learning deep-q-learning deep-reinforcement-learning openai-gym
Last synced: 17 Apr 2026
https://github.com/talendar/pyderl
Simple Deep Reinforcement Learning framework for Python.
artificial-intelligence deep-learning deep-neural-networks deep-q-learning deep-reinforcement-learning keras machine-learning neural-network reinforcement-learning tensorflow
Last synced: 05 May 2026
https://github.com/pykong/borg-dqn
A Stream-Fueled Hive Mind for Reinforcement Learning.
assignment deep-q-learning elk-stack gym iubh kafka pytorch redis reinforcement-learning
Last synced: 03 May 2026
https://github.com/valinsogna/reinforcemate
Advanced RL algorithms for two simplified versions of chess. Shortest Path finds the minimal moves between two cells based on piece capabilities. Capture Pieces trains against random opponents aiming for maximal captures in set moves. Features Deep Q-Learning, Policy Iteration, TD and more.
deep-q-learning expected-sarsa q-learning reinforcement-learning sarsa sarsa-lambda
Last synced: 22 May 2026
https://github.com/ronenh24/farkle_simulation
Simulating two-player Farkle with different strategies.
deep-q-learning farkle game simulation
Last synced: 16 Jun 2025
https://github.com/gautam-j/deep-q-learning
Double DQN on custom environment using PyGame
deep-q-learning deep-reinforcement-learning double-dqn dqn dqn-tensorflow pygame reinforcement-learning
Last synced: 28 Apr 2026
https://github.com/pykong/merlin
Modular Extensible Reinforcement Learning Interface
assignment deep-q-learning gym iubh pytorch reinforcement-learning
Last synced: 17 Apr 2026
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: 20 Jan 2026
https://github.com/mahyaret/navigation
Deep Q-Network (DQN) for Unity ML-Agents
deep-learning deep-q-learning deep-reinforcement-learning reinforcement-learning
Last synced: 15 Apr 2026
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: 18 May 2026
https://github.com/shivangmathur1/deep-q-learning
An implementation of Double Deep Q-Learning using pytorch
deep-learning deep-q-learning double-dqn gym python pytorch qlearning
Last synced: 10 Apr 2026
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: 10 May 2026
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: 04 Jul 2026
https://github.com/jiwoncpark/deep-meta-learning
Literature review of deep meta learning and deep multi-task learning, some fun toy implementations, and my work for Stanford's CS 330 (Deep Multi-task and Meta Learning)
bayesian-meta-learning deep-q-learning meta-learning multi-task-learning reinforcement-learning
Last synced: 16 May 2026
https://github.com/maxkokot/deep-q-learning-for-hungry-geese
Leveraging reinforcement learning to teach the agent how to play Hungry Geese
computer-vision deep-learning deep-q-learning python pytorch pytorch-lightning reinforcement-learning
Last synced: 29 Jul 2025
https://github.com/tikquuss/tetris
Artificial intelligence learning to play tetris game.
deep-q-learning reinforcement-learning
Last synced: 16 May 2026
https://github.com/shallowmanica/taxi_game_rl_project
The Taxi Game from OpenAI Gym
deep-q-learning monte-carlo q-learning-algorithm reinforcement-learning tensorflow
Last synced: 11 Apr 2026
https://github.com/mikl5/artificial_intelligence
Les intelligences artificielles
artificial-general-intelligence artificial-intelligence artificial-intelligence-models artificial-intelligence-python deep-learning deep-q-learning machine-learning neural-network
Last synced: 05 Mar 2025
https://github.com/wielkadraka/lunar-landing-q-learing
AI playing Lunar Landing from python gymnasium library
deep-neural-networks deep-q-learning lunar-lander python3
Last synced: 04 Jan 2026
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: 13 Apr 2026
https://github.com/harshramani00/trafficsignaloptimizationforsmartcitiesusingdeep-reinforcementlearning
A Deep Reinforcement Learning-based system for optimizing traffic signal control in smart cities. This project simulates a real-time traffic network and applies Q-Learning and Deep Q-Networks (DQN) to dynamically manage traffic flow, reduce congestion, and prioritize emergency vehicles using SUMO.
deep-learning deep-q-learning dqn python qlearning reinforcement-learning simulation sumo
Last synced: 13 Apr 2026
https://github.com/d4niee/deepqlearning-snakegame
This project implements an AI that learns the Snake game through Deep Q-Learning. It uses Fast Forward and CNN-based training to learn the optimal game strategy and visualises the learning process.
ai artificial-intelligence atari cnn deep-learning deep-q-learning deepmind dqn dqn-pytorch fast-forward matplotlib neural-network python pytorch retro snake snake-game
Last synced: 28 Apr 2026
https://github.com/grayzing/green-gcn
Advanced O-RU sleep control using Graph Convolutional Deep Q Network + Distributed PER
3gpp 5g deep-q-learning gnn graph-neural-network machine-learning reinforcement-learning simulation
Last synced: 12 Jun 2026
https://github.com/bashmocha/reinforcement-learning-in-airsim
Autonomous Driving in AirSim by Reinforcement Learning
airsim autonomous-driving autonomous-vehicles deep-q-learning deep-reinforcement-learning path-tracing reinforcement-learning
Last synced: 13 Apr 2026
https://github.com/tahernezhad/deep-q-learning-stock-trading
DQN stock-trading agent with a custom Gymnasium environment and yfinance data.
algoritmic-trading deep-q-learning deep-reinforcement-learning double-deep-q-learning dqn dueling-dqn finance finance-data gymnasium machine-learning-algorithms pytorch quantative-finance reinforcement-learning rl-trading stocks time-series trading-strategy yfinance
Last synced: 08 May 2026
https://github.com/giovancombo/deeplearningapps
A repo containing all the material from the Laboratory Sessions of the Deep Learning Applications course, held by Professor Andrew David Bagdanov (@bagdanov on GitHub) at the University of Florence, Italy.
bert class-activation-maps cnn computer-vision deep-q-learning deep-reinforcement-learning explainable-ai gpt large-language-models nlp ood-detection ppo resnet text-classification text-generation
Last synced: 24 Oct 2025
https://github.com/starlitdreams/pacman-convolutional-q-learning
This project implements a Deep Q-Network (DQN) using PyTorch to train an agent to play Atari's Ms. Pac-Man. It utilizes reinforcement learning with a convolutional neural network (CNN) for image processing. Features include experience replay, frame preprocessing, and CUDA support, with trained model saving and video rendering of gameplay.
artificial-intelligence artificial-neural-networks atari cuda deep-learning deep-learning-algorithms deep-q-learning deeplearning gymnasium gymnasium-environment python pytorch
Last synced: 15 Apr 2026
https://github.com/ecly/ai
Various AI experiments, course code and junk code.
courses deep-learning deep-q-learning dqn gan mnist pytorch reinforcement-learning
Last synced: 16 Apr 2026
https://github.com/tashi-2004/deep-learning-grid-world-q-learning
Deep Learning Grid World Q-Learning . Implement Q-learning in a 5x5 grid where an agent navigates obstacles and rewards. Train the agent with varying learning rates, visualize its progress, and see Q-values as heatmaps. Run the script to start training and view results. Contributions are welcome!
agent-based-modeling artificial-intelligence deep-learning deep-q-learning exploitation exploration machine-learning machine-learning-algorithms matplotlib-pyplot numpy python q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms state-value-function training
Last synced: 17 Apr 2026
https://github.com/yashbhutwala/pong-ai
Deep Q-Learning Networks vs. Policy Gradient Learning in OpenAI Gym's Pong Environment
deep-q-learning numpy openai-gym policy-gradient pong python tensorflow
Last synced: 30 Apr 2026
https://github.com/johnny1188/deep-q-learning-driver
Implementation of Deep reinforcement learning (Q-learning) in a self-made game environment of a highway driver.
deep-q-learning reinforcement-learning
Last synced: 01 May 2026
https://github.com/tyler-romero/deep-rl-pong
A Deep-Q-Learning Agent for Pong
deep-q-learning reinforcement-learning
Last synced: 03 May 2026
https://github.com/eljandoubi/dqn-for-navigation
An implementation of Deep Q-Learning Network for solving a Unity environment that can navigate and collect bananas in a large, square world.
banana-collector-environment deep-q-learning double-dqn dueling-dqn prioritized-experience-replay pytorch reinforcement-learning unity-environment
Last synced: 08 May 2026
https://github.com/reshalfahsi/dq-learning-test
Deep Q-Learning
deep-learning deep-q-learning gym keras-tensorflow reinforcement-learning
Last synced: 11 May 2026
https://github.com/alessandroleite/navigation-drl
This project trains an agent to navigate and to collect bananas in a continuous square environment. The environment is based on the Unity Machine Learning Agents Toolkit
ddqn deep-q-learning deep-reinforcement-learning double-deep-q-network dqn q-learning
Last synced: 13 Apr 2025
