#

rl

Here are 411 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 Jun 29, 2021
Jupyter Notebook

tianshou

thu-ml / tianshou

Star

Open

How to support multi-agent reinforcement learning

33

youkaichao commented Jul 9, 2020

I have marked all applicable categories:
- exception-raising bug
- RL algorithm bug
- documentation request (i.e. "X is missing from the documentation.")
- new feature request
I have visited the [source website], and in particular read the [known issues]
I have searched through the [issue tracker] and [issue categories] for duplicates
[ ]

Read more

discussion good first issue

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

Updated Jun 17, 2021
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 Jun 28, 2021
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 Apr 28, 2021
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 Jun 8, 2021
Python

rl-baselines-zoo

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 Feb 6, 2021
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 May 28, 2021
Python

utilForever / RosettaStone

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 Jul 5, 2021
C++

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 Jun 29, 2021
Python

awesome-monte-carlo-tree-search-papers

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 Jun 22, 2021
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 Apr 13, 2019
Python

deepmind / spriteworld

Star

Spriteworld: a flexible, configurable python-based reinforcement learning environment

environment sprites procedural rl deepmind generative

Updated Jun 1, 2020
Python

rad

MishaLaskin / rad

Star

RAD: Reinforcement Learning with Augmented Data

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rad deep-learning-algorithms rl codebase deep-q-network sac deep-q-learning ppo deeplearning-ai model-free off-policy dm-control data- soft-actor-critic data-augmentations mujoc

Updated Mar 29, 2021
Jupyter Notebook

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 Apr 30, 2021
Jupyter Notebook

opennars / opennars

Star

Open

add Sentence.isQuestionOrQuest()

5

PtrMan commented May 6, 2018

isQuestion() || sentence.isQuest() occurs frequently all over the place
https://github.com/opennars/opennars/search?utf8=%E2%9C%93&q=isQuestion%28%29+%7C%7C+sentence.isQuest%28%29&type=

Read more

discussion good first issue refactor

Open

refactor parameters

Open

rename NAR inputs to nar

2

Find more good first issues →

AcutronicRobotics / gym-gazebo2

Star

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

reinforcement-learning robotics deep-reinforcement-learning ros gym rl gazebo drl ros2

Updated Jul 4, 2019
Python

peteanderson80 / Matterport3DSimulator

Star

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

natural-language-processing simulator reinforcement-learning rl matterport3d-dataset matterport3d-simulator vision-and-language

Updated Jun 8, 2021
C++

rl-baselines3-zoo

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 Jul 2, 2021
Python

minqi / learning-to-communicate-pytorch

Star

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning recurrent-neural-networks dqn rl deepmind drl multi-agent-systems emergent-behavior drqn multi-agent-reinforcement-learning

Updated Apr 1, 2019
Python

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

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 Feb 6, 2021
Jupyter Notebook

wil3 / gymfc

Star

A universal flight control tuning framework

benchmark reinforcement-learning uav drone quadcopter robotics openai-gym flight-controller openai rl gazebo machinelearning gazebo-plugin openai-gym-environments gazebo-simulator

Updated Jun 4, 2021
Python

ucaiado / rl_trading

Star

An environment to high-frequency trading agents under reinforcement learning

python machine-learning reinforcement-learning ai trading simulation q-learning rl interest-rates tile-coding

Updated Aug 29, 2017
Python

araffin / learning-to-drive-in-5-minutes

Star

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

simulator reinforcement-learning unity openai gym vae self-driving-car rl sac srl donkey-car state-representation-learning stable-baselines soft-actor-critic

Updated Nov 6, 2020
Python

atari

gsurma / atari

Star

AI research environment for the Atari 2600 games 🤖.

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

Updated Dec 4, 2019
Python

ashishpatel26 / Real-time-ML-Project

Star

A curated list of applied machine learning and data science notebooks and libraries across different industries.

application machine-learning real-time theano deep-learning tensorflow machine-learning-algorithms keras ml project pytorch rl machinelearning deeplearning dl real-time-data ml-application

Updated Dec 16, 2020

T-1000

Draichi / T-1000

Star

⚡

⚡ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐

bot trading genetic-algorithm trading-bot algotrading rl ray reinforcement-learning-bot rllib

Updated Oct 23, 2020
Python

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."