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https://web.archive.org/web/20200907102127/https://github.com/topics/rl
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305 public repositories
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Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
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Sep 2, 2020
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Jupyter Notebook
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
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Sep 7, 2020
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Jupyter Notebook
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
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May 18, 2020
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Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
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Sep 3, 2020
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[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
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Jan 28, 2020
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A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
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Aug 4, 2020
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Mar 16, 2019
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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.
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Jul 13, 2020
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Python library for Reinforcement Learning.
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Aug 31, 2020
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A curated list of Monte Carlo tree search papers with implementations.
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Aug 2, 2020
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Sep 7, 2020
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Spriteworld: a flexible, configurable python-based reinforcement learning environment
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Jun 1, 2020
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Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
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Apr 13, 2019
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gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
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Jul 4, 2019
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AI Research Platform for Reinforcement Learning from Real Panoramic Images.
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Jun 16, 2020
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Jupyter Notebook
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
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Apr 1, 2019
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RAD: Reinforcement Learning with Augmented Data
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May 11, 2020
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Jupyter Notebook
An environment to high-frequency trading agents under reinforcement learning
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Aug 29, 2017
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Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
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Feb 23, 2020
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A universal flight control tuning framework
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Aug 31, 2020
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Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
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May 19, 2020
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Jupyter Notebook
AI research environment for the Atari 2600 games 🤖.
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Dec 4, 2019
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Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
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May 30, 2019
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PyTorch Reinforcement Learning Library for Researchers
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Jun 15, 2020
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Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
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Dec 7, 2019
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ROS 2 enabled Machine Learning algorithms
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Jun 26, 2019
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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
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Apr 2, 2020
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Python
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isQuestion() || sentence.isQuest() occurs frequently all over the place
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