rl

Star

Here are 556 public repositories matching this topic...

google / dopamine

Star

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

google ai tensorflow ml rl

Updated Sep 20, 2022
Jupyter Notebook

thu-ml / tianshou

Star

An elegant PyTorch deep reinforcement learning library.

Updated Nov 11, 2022
Python

pytorch / ELF

Star

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

go reinforcement-learning rl alphago-zero alpha-zero rl-environment

Updated Jun 21, 2019
C++

junxiaosong / AlphaZero_Gomoku

Star

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

board-game lasagne theano reinforcement-learning tensorflow pytorch mcts gomoku rl monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero

Updated Aug 20, 2022
Python

IntelLabs / coach

Star

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

reinforcement-learning deep-learning mxnet tensorflow openai-gym rl starcraft imitation-learning hierarchical-reinforcement-learning coach mujoco starcraft2 onnx roboschool carla starcraft2-ai distributed-reinforcement-learning

Updated Nov 8, 2022
Python

werner-duvaud / muzero-general

Star

MuZero

machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning python3 pytorch gym mcts rl tensorboard residual-network monte-carlo-tree-search self-learning alphago model-based-rl alphazero muzero muzero-general

Updated Oct 17, 2022
Python

pathak22 / noreward-rl

Star

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

mario deep-neural-networks deep-learning tensorflow deep-reinforcement-learning openai-gym doom exploration rl curiosity self-supervised

Updated Nov 22, 2022
Python

araffin / rl-baselines-zoo

Star

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

reinforcement-learning optimization openai-gym hyperparameters openai gym hyperparameter-optimization rl zoo hyperparameter-tuning hyperparameter-search pybullet stable-baselines

Updated Oct 17, 2022
Python

DLR-RM / rl-baselines3-zoo

Star

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

reinforcement-learning robotics optimization lab openai gym hyperparameter-optimization rl sde hyperparameter-tuning hyperparameter-search pybullet stable-baselines pybullet-environments tuning-hyperparameters

Updated Nov 22, 2022
Python

erlerobot / gym-gazebo

Star

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

reinforcement-learning robotics deep-reinforcement-learning openai-gym ros rl gazebo drl

Updated Mar 16, 2019
Python

google-research / seed_rl

Star

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

impala gcp tf2 rl deepmind-lab atari r2d2 google-research-football

Updated Nov 16, 2022
Python

MushroomRL / mushroom-rl

Star

Python library for Reinforcement Learning.

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

Updated Nov 22, 2022
Python

utilForever / RosettaStone

Sponsor

Star

Hearthstone simulator using C++ with some reinforcement learning

reinforcement-learning cplusplus cpp hearthstone rl cpp17 python-api hearthstone-simulator hearthstone-api rl-environment simulator-game

Updated Nov 19, 2022
C++

google-research / rliable

Star

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

benchmarking machine-learning google reinforcement-learning rl evaluation-metrics

Updated Sep 14, 2022
Jupyter Notebook

benedekrozemberczki / awesome-monte-carlo-tree-search-papers

Sponsor

Star

A curated list of Monte Carlo tree search papers with implementations.

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

Updated Oct 30, 2022
Python

yrlu / irl-imitation

Sponsor

Star

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

machine-learning reinforcement-learning tensorflow ml rl lfd imitation-learning inverse-reinforcement-learning learning-from-demonstration imitation irl

Updated Jul 5, 2022
Python

araffin / rl-tutorial-jnrr19

Star

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

python tutorial reinforcement-learning notebook rl colab-notebook stable-baselines

Updated Oct 24, 2022
Jupyter Notebook

MishaLaskin / rad

Star

RAD: Reinforcement Learning with Augmented Data

Updated Mar 29, 2021
Jupyter Notebook

ChenglongChen / pytorch-DRL

Star

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

reinforcement-learning deep-reinforcement-learning pytorch multi-agent dqn rl deep-q-network ddpg drl actor-critic deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c acktr madrl

Updated Nov 11, 2017
Python

denisyarats / drq

Star

DrQ: Data regularized Q

python control reinforcement-learning deep-learning pixel deep-reinforcement-learning pytorch gym rl data-augmentation sac actor-critic mujoco model-free off-policy dm-control drq soft-actor-crit

Updated Nov 18, 2021
Jupyter Notebook

Improve this page

Add a description, image, and links to the rl topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the rl topic, visit your repo's landing page and select "manage topics."

Learn more