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rl

Here are 304 public repositories matching this topic...

google / dopamine

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

google ai tensorflow ml rl

Updated Aug 5, 2020
Jupyter Notebook

awslabs / amazon-sagemaker-examples

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Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

learning aws reinforcement-learning amazon example machine deep rl notebooks sagemaker

Updated Aug 31, 2020
Jupyter Notebook

pytorch / ELF

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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

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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 May 18, 2020
Python

NervanaSystems / coach

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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 Aug 17, 2020
Python

pathak22 / noreward-rl

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[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 Jan 28, 2020
Python

rl-baselines-zoo

araffin / rl-baselines-zoo

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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 Aug 4, 2020
Python

erlerobot / gym-gazebo

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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

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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 Jul 13, 2020
Python

awesome-monte-carlo-tree-search-papers

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

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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 Aug 2, 2020
Python

werner-duvaud / muzero-general

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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 Aug 20, 2020
Python

MushroomRL / mushroom-rl

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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 Aug 31, 2020
Python

deepmind / spriteworld

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

environment sprites procedural rl deepmind generative

Updated Jun 1, 2020
Python

yrlu / irl-imitation

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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

opennars / opennars

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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

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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

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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 Apr 5, 2020
C++

denisyarats / drq

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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 Jun 16, 2020
Jupyter Notebook

minqi / learning-to-communicate-pytorch

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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

rad

MishaLaskin / rad

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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 May 11, 2020
Jupyter Notebook

ucaiado / rl_trading

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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

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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 Feb 23, 2020
Python

wil3 / gymfc

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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 Aug 31, 2020
Python

araffin / rl-tutorial-jnrr19

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

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

Updated May 19, 2020
Jupyter Notebook

atari

gsurma / atari

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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

yrlu / reinforcement_learning

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Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

python reinforcement-learning tensorflow openai-gym rl

Updated May 30, 2019
Python

cherry

learnables / cherry

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PyTorch Reinforcement Learning Library for Researchers

learning reinforcement-learning pytorch rl reinforcement

Updated Jun 15, 2020
Python

eric-xw / AREL

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Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"

rl inverse-reinforcement-learning adversarial-learning vision-and-language visual-storytelling adversarial-reward-learning

Updated Dec 7, 2019
Python

AcutronicRobotics / ros2learn

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ROS 2 enabled Machine Learning algorithms

machine-learning reinforcement-learning deep-learning robotics ml ros dqn rl ros2 trpo ppo acktr

Updated Jun 26, 2019
Python

amazon-archives / aws-robomaker-sample-application-deepracer

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Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

machine-learning reinforcement-learning deep-learning simulation deep-reinforcement-learning ros rl distributed-reinforcement-learning deepracer aws-robomaker aws-deepracer

Updated Apr 2, 2020
Python

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