Projects in Awesome Lists tagged with dqn

https://github.com/datawhalechina/easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3

Last synced: 16 Dec 2024

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: 17 Dec 2024

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: 01 Nov 2024

https://github.com/morvanzhou/pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial

Last synced: 18 Dec 2024

https://github.com/MorvanZhou/PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial

Last synced: 27 Oct 2024

https://github.com/thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library.

a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo

Last synced: 16 Dec 2024

https://github.com/tensorlayer/tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

a3c artificial-intelligence chatbot deep-learning dqn gan google imagenet neural-network object-detection python reinforcement-learning tensorflow tensorflow-tutorial tensorflow-tutorials tensorlayer

Last synced: 17 Dec 2024

https://github.com/tensorlayer/TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

a3c artificial-intelligence chatbot deep-learning dqn gan google imagenet neural-network object-detection python reinforcement-learning tensorflow tensorflow-tutorial tensorflow-tutorials tensorlayer

Last synced: 30 Oct 2024

https://github.com/udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms

Last synced: 27 Nov 2024

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: 19 Dec 2024

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 Nov 2024

https://github.com/andri27-ts/reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 20 Dec 2024

https://github.com/andri27-ts/Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 27 Oct 2024

https://github.com/sweetice/deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 20 Dec 2024

https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 12 Nov 2024

https://github.com/ai4finance-foundation/elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3

Last synced: 17 Dec 2024

https://github.com/AI4Finance-Foundation/ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3

Last synced: 03 Nov 2024

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: 20 Dec 2024

https://github.com/shangtongzhang/deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 19 Dec 2024

https://github.com/ShangtongZhang/DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 02 Nov 2024

https://github.com/seungeunrho/minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 20 Dec 2024

https://github.com/seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 04 Nov 2024

https://github.com/tensorflow/agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

bandits contextual-bandits dqn multi-armed-bandits reinforcement-learning rl-algorithms tensorflow tf-agents

Last synced: 16 Dec 2024

https://github.com/aminhp/gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

dqn forex gym-environments openai-gym q-learning reinforcement-learning stocks trading trading-algorithms trading-environments

Last synced: 20 Dec 2024

https://github.com/AminHP/gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

dqn forex gym-environments openai-gym q-learning reinforcement-learning stocks trading trading-algorithms trading-environments

Last synced: 13 Nov 2024

https://github.com/golbin/TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 12 Nov 2024

https://github.com/golbin/tensorflow-tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 20 Dec 2024

https://github.com/curt-park/rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

colab-notebook dqn gym-environment nbviewer pytorch rainbow reinforcement-learning

Last synced: 19 Dec 2024

https://github.com/Curt-Park/rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

colab-notebook dqn gym-environment nbviewer pytorch rainbow reinforcement-learning

Last synced: 31 Oct 2024

https://github.com/carpedm20/deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deep-reinforcement-learning dqn tensorflow

Last synced: 21 Dec 2024

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: 26 Sep 2024

https://github.com/kengz/slm-lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac

Last synced: 15 Dec 2024

https://github.com/kengz/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac

Last synced: 02 Nov 2024

https://github.com/chainer/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

actor-critic chainer deep-learning dqn machine-learning python reinforcement-learning

Last synced: 16 Dec 2024

https://github.com/moemen95/pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 15 Dec 2024

https://github.com/moemen95/Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 15 Nov 2024

https://github.com/moemen95/PyTorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 02 Nov 2024

https://github.com/jingweiz/pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

a3c acer actor-critic deep-learning deep-reinforcement-learning dqn pytorch pytorch-a3c reinforcement-learning trpo visdom

Last synced: 27 Nov 2024

https://github.com/MushroomRL/mushroom-rl

Python library for Reinforcement Learning.

atari ddpg deep-learning deep-reinforcement-learning dqn mujoco openai-gym pybullet pytorch qlearning reinforcement-learning rl sac trpo

Last synced: 02 Nov 2024

https://github.com/TianhongDai/reinforcement-learning-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

a2c actor-critic algorithm atari2600 ddpg deep-learning deep-reinforcement-learning dqn dueling-dqn flappy-bird ppo proximal-policy-optimization pytorch sac soft-actor-critic trpo trust-region-policy-optimization

Last synced: 27 Nov 2024

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: 02 Nov 2024

https://github.com/marload/deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo

Last synced: 20 Dec 2024

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: 16 Dec 2024

https://github.com/medipixel/rl_algorithms

Structural implementation of RL key algorithms

deep-learning dqn gym policy-gradient python3 pytorch reinforcement-learning

Last synced: 11 Nov 2024

https://github.com/dongminlee94/deep_rl

PyTorch implementation of deep reinforcement learning algorithms

a2c ddpg ddqn deep-reinforcement-learning dqn model-free-rl npg ppo pytorch sac sac-aea td3 trpo vpg

Last synced: 15 Dec 2024

https://github.com/navneet-nmk/pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder

Last synced: 02 Nov 2024

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 21 Dec 2024

https://github.com/sudharsan13296/deep-reinforcement-learning-with-python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo

Last synced: 16 Dec 2024

https://github.com/pythonlessons/reinforcement_learning

Reinforcement learning tutorials

a2c a3c actor-critic-algorythm bipedalwalker d3qn ddqn dqn dueling-dqn lunarlander policy-gradient ppo ppo-agent reinforcement-learning

Last synced: 15 Dec 2024

https://github.com/skylark0924/machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

actor-critic convolutional-neural-networks ddpg decision-trees deep-reinforcement-learning dqn gan k-nearest-neighbours keras logistic-regression lstm naive-bayes-classifier ppo pytorch qlearning random-forest resnet support-vector-machine tensorflow trpo

Last synced: 30 Nov 2024

https://github.com/rlcode/reinforcement-learning-kr

[파이썬과 케라스로 배우는 강화학습] 예제

actor-critic dqn grid-world openai-gym policy-gradient

Last synced: 20 Dec 2024

https://github.com/rlgraph/rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

deep-learning deep-reinforcement-learning dqn machine-learning neural-networks ppo pytorch reinforcement-learning tensorflow

Last synced: 02 Nov 2024

https://github.com/huawei-noah/xingtian

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

dqn impala muzero ppo qmix reinforcement-learning-algorithms

Last synced: 16 Dec 2024

https://github.com/MLJejuCamp2017/DRL_based_SelfDrivingCarControl

Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator

deep-reinforcement-learning dqn drl self-driving-car vehicle-simulator

Last synced: 13 Nov 2024

https://github.com/imagry/aleph_star

Reinforcement learning with A* and a deep heuristic

control-systems dqn machine-learning-algorithms optimization-algorithms reinforcement-learning reinforcement-learning-algorithms shortest-path

Last synced: 27 Nov 2024

https://github.com/rlcode/per

Prioritized Experience Replay (PER) implementation in PyTorch

dqn prioritized-experience-replay pytorch

Last synced: 20 Dec 2024

https://github.com/Cryolite/kanachan

A Japanese (Riichi) Mahjong AI Framework

behavioral-cloning curriculum-learning deep-learning deep-reinforcement-learning dqn game-ai imitation-learning japanese-mahjong machine-learning mahjong mahjong-ai mahjong-soul majsoul offline-reinforcement-learning offline-rl reinforcement-learning riichi-mahjong transformer transformers

Last synced: 14 Nov 2024

https://github.com/gsurma/atari

AI research environment for the Atari 2600 games 🤖.

ai artificial-intelligence atari breakout ddqn dqn gym machine-learning ml python python2 q-l reinforcement-learning rl space-invaders

Last synced: 22 Dec 2024

https://github.com/inarikami/keras-rl2

Reinforcement learning with tensorflow 2 keras

algorithms atari deep deep-reinforcement-learning dqn

Last synced: 25 Nov 2024

https://github.com/krumiaa/MindMaker

MindMaker UE4 Machine Learning Toolkit

ai artificial-intelligence deep-learning dqn gym learning-agent machine-learning neural-network openai reinforcement-learning ue4 unreal-engine wrapper

Last synced: 06 Nov 2024

https://github.com/allenpandas/reinforcement-learning-papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

aaai artificial-intelligence deep-reinforcement-learning dqn hierarchical-reinforcement-learning icml ijcai imitation-learning meta-reinforcement-learning multi-agent-reinforcement-learning neurips offline-reinforcement-learning policy-gradient q-learning reinforcement-learning reinforcement-learning-conferences reinforcement-learning-conferences-papers reinforcement-learning-paper reinforcement-learning-papers rl-papers

Last synced: 23 Nov 2024

https://github.com/nadavbh12/Retro-Learning-Environment

The Retro Learning Environment (RLE) -- a learning framework for AI

dqn game-engine machine machine-learning reinforcement-learning

Last synced: 13 Nov 2024

https://github.com/gsurma/cartpole

OpenAI's cartpole env solver.

ai cartpole cartpole-v1 dqn dqn-solver machine-learning openai openai-gym python python27 reinforcement-learning

Last synced: 22 Dec 2024

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: 11 Nov 2024

https://github.com/activatedgeek/torchrl

Highly Modular and Scalable Reinforcement Learning

deep-learning deep-reinforcement-learning dqn machine-learning policy-gradient python3 pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 27 Oct 2024

https://github.com/agentmaker/paddle-rlbooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

actor-critic c51 ddpg double-dqn dqn dueling-dqn noisy-dqn nstep-dqn paddlepaddle policy-gradient policy-gradient-with-baseline policy-iteration q-learning reinforce reinforcement-learning sac sarsa td3 value-iteration

Last synced: 01 Dec 2024

https://github.com/cyoon1729/distributedRL

A framework for easy prototyping of distributed reinforcement learning algorithms

ape-x distributed-reinforcement-learning dqn ray reinforcement-learning zeromq

Last synced: 12 Nov 2024

https://github.com/kanakkabara/Autonomous-Drifting

Autonomous Drifting using Reinforcement Learning

deep-reinforcement-learning dqn gazebo matlab openai-gym reinforcement-learning ros

Last synced: 21 Nov 2024

https://github.com/lorenmt/minimal-isaac-gym

A Minimal Example of Isaac Gym with DQN and PPO.

dqn isaac-gym ppo pytorch

Last synced: 03 Nov 2024

https://github.com/urinx/reinforcementlearning

Reinforcing Your Learning of Reinforcement Learning

advantage-actor-critic alphago alphago-zero atari-2600 cartpole ddpg doom dqn frozenlake gomoku mcts policy-gradient ppo q-learning reinforcement-learning space-invaders tic-tac-toe

Last synced: 06 Nov 2024

https://github.com/Kautenja/playing-mario-with-deep-reinforcement-learning

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

atari2600 deep-reinforcement-learning double-dqn dqn dueling-dqn super-mario-bros tetris

Last synced: 05 Dec 2024

https://github.com/kautenja/playing-mario-with-deep-reinforcement-learning

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

atari2600 deep-reinforcement-learning double-dqn dqn dueling-dqn super-mario-bros tetris

Last synced: 27 Oct 2024

https://github.com/zhaoyingjun/general

基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架，30分钟上手强化学习编程。

ddpg deep-reinforcement-learning dqn gui gym ppo tensorflow2

Last synced: 26 Nov 2024

https://github.com/godka/pensieve-ppo

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

a2c deep-learning dqn pensieve ppo pytorch reinforcement-learning tensorflow

Last synced: 19 Nov 2024

https://github.com/allenpandas/tutorial4rl

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

a3c ddpg deep-reinforcement-learning dqn inverse-reinforcement-learning multi-agent-reinforcement-learning multi-agent-systems policy-gradient qlearning reinforcement-learning reinforcementlearning-tutorial rl-tutorial sarsa tutorial

Last synced: 23 Nov 2024

https://github.com/gsurma/deep_traffic

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

artificial-intelligence deep-traffic dqn hyperparameter-optimization javascript machine-learning q-learning reinforcement-learning traffic

Last synced: 18 Nov 2024

https://github.com/islandman93/reinforcepy

Collection of reinforcement learners implemented in python. Mainly including DQN and its variants

dqn reinforcement-learning

Last synced: 21 Nov 2024

https://github.com/marload/distrl-tensorflow2

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

c51 deep-learning distributional-rl dqn machine-learning qr-dqn rainbow-dqn tensorflow tensorflow2

Last synced: 30 Nov 2024

https://github.com/danielegrattarola/deep-q-atari

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

deep-learning deep-reinforcement-learning dqn keras openai-gym python reinforcement-learning

Last synced: 22 Oct 2024

https://github.com/jihoonerd/deep-reinforcement-learning-with-double-q-learning

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

atari ddqn deep-learning deepmind dqn reinforcement-learning tensorflow2

Last synced: 15 Nov 2024

https://github.com/evgenii-nikishin/omd

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

automatic-differentiation deep-learning deep-reinforcement-learning dm-haiku dqn flax gym haiku jax machine-learning model-based-reinforcement-learning model-based-rl reinforcement-learning sac soft-actor-critic

Last synced: 14 Dec 2024

https://github.com/alok/rl_implementations

a2c actor-critic ddpg deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn hierarchical-reinforcement-learning lstm machine-learning meta-learning policy-gradient reinforcement-learning reptile

Last synced: 09 Nov 2024

https://github.com/alamminsalo/snakewasm

Snake game with neural network AI model

ddqn deeplearning dqn game javascript neural-network pytorch reinforcement-learning rust snake-game wasm

Last synced: 05 Nov 2024

https://github.com/kourgeorge/project-origin

An Artificial Life simulator for Investigating Noogenesis

artificial-general-intelligence artificial-intelligence artificial-life artificial-neural-networks behaviour brain creature deep-neural-networks dqn intelligence machine-learning nature noogenesis reinforcement-learning simulation simulation-modeling simulator survival-analysis system-biology universe

Last synced: 28 Nov 2024

https://github.com/jihoonerd/human-level-control-through-deep-reinforcement-learning

📖 Paper: Human-level control through deep reinforcement learning 🕹️

atari atlantis boxing breakout deep-learning deepmind dqn pong reinforcement-learning tensorflow2

Last synced: 15 Nov 2024

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: 02 Nov 2024

https://github.com/makaveli10/reinforcementlearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

david-silver-course double-dqn dqn dqn-pytorch dynamic-programming experience-replay machine-learning model-free-rl monte-carlo-methods n-step-bootstrapping n-step-sarsa prioritized-experience-replay q-learning q-learning-vs-sarsa random-walk reinforcement-learning sarsa sutton-gambler sutton-gridworld td-learning

Last synced: 27 Oct 2024

https://github.com/dongjunlee/dqn-tensorflow

Deep Q Network implements by Tensorflow

deep dqn hb-experiment reinforcement-learning tensorflow

Last synced: 08 Nov 2024

https://github.com/mitmul/chainer-notebooks

Jupyter notebooks for Chainer hands-on

chainer cnn convolutional-neural-networks deep-learning dqn jupyter-notebook language-model python rnn word2vec

Last synced: 13 Oct 2024

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: 08 Nov 2024

https://github.com/yeyupiaoling/reinforcementlearning

强化学习教程

dqn flappybird gym gym-retro paddlepaddle ppo visualdl

Last synced: 23 Oct 2024

https://github.com/shenweichen/reinforcementlearning

This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.

deeprl dqn reinforcement-learning

Last synced: 13 Oct 2024

https://github.com/jianzhnie/rltoolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c actor-critic ddpg ddqn dqn maddpg mappo ppo qmix rl sac td3 trpo

Last synced: 06 Dec 2024

https://github.com/po-hsun-su/dprl

Deep reinforcement learning package for torch7

advantage-actor-critic deep-reinforcement-learning dqn torch7

Last synced: 05 Nov 2024

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: 14 Oct 2024

https://github.com/aminkhani/deep-rl

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

artificial-intelligence atari2600 ddqn deep-learning deep-reinforcement-learning deep-rl deeprl dqn machine-learning policy-gradient proximal-policy-optimization reinforcement-learning

Last synced: 21 Nov 2024

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