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rl

Here are 484 public repositories matching this topic...

google / dopamine

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

google ai tensorflow ml rl

Updated Mar 21, 2022
Jupyter Notebook

tianshou

thu-ml / tianshou

Open

How to support multi-agent reinforcement learning

34

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

good first issue discussion

pytorch / ELF

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

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

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 Dec 27, 2021
Python

werner-duvaud / muzero-general

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 Mar 12, 2022
Python

pathak22 / noreward-rl

[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 Mar 11, 2022
Python

rl-baselines-zoo

araffin / rl-baselines-zoo

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

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

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

rl-baselines3-zoo

DLR-RM / rl-baselines3-zoo

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 Apr 2, 2022
Python

utilForever / RosettaStone

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 Apr 3, 2022
C++

MushroomRL / mushroom-rl

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 Apr 1, 2022
Python

awesome-monte-carlo-tree-search-papers

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

Sponsor

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 Mar 2, 2022
Python

yrlu / irl-imitation

Sponsor

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

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

environment sprites procedural rl deepmind generative

Updated Jun 1, 2020
Python

rad

MishaLaskin / rad

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

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

peteanderson80 / Matterport3DSimulator

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 Mar 11, 2022
C++

ChenglongChen / pytorch-DRL

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

opennars / opennars

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=

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discussion refactor good first issue

Open

refactor parameters

Open

rename NAR inputs to nar

2

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AcutronicRobotics / gym-gazebo2

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

araffin / rl-tutorial-jnrr19

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

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

Updated Mar 25, 2022
Jupyter Notebook

minqi / learning-to-communicate-pytorch

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

wil3 / gymfc

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 Oct 7, 2021
Python

neptune-ai / neptune-client

📒 Experiment tracking and model registry for machine learning teams

Updated Mar 31, 2022
Python

ashishpatel26 / Real-time-ML-Project

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

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

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

ucaiado / rl_trading

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

atari

gsurma / atari

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 Jul 9, 2021
Python

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