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1m-agents

A platform of grid world that supports up to 1 million reinforcement-learning agents.

agentnet

Deep Reinforcement Learning library for humans

airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

apex

Autonomous exploration, active learning and human guidance with open-source Poppy humanoid robot platform and Explauto library

arcade-learning-environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

async-deep-rl

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

asynchronous-rl-agent

Try to implement strong RL-agent

atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

atari-human-checkpoint-replay

autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

carnd-capstone

cartpoleplusplus

3d cartpole gym env using bullet physics trained with DQN, LRPG & DDPG

cdrl

Collaborative Deep Reinforcement Learning

coach

Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms

commai-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

cpo

Constrained Policy Optimization

crypto_trader

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

deep-learning-traffic-lights

Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge

deep-reinforcement-learning-networks

A list of deep neural network architectures for reinforcement learning tasks.

deepdrive-universe

Run self-driving car agents in GTAV Universe

deepgtav

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

deephack3

deeplearningvideogames

deepreinforcementlearningthatmatters

Accompanying code for "Deep Reinforcement Learning that Matters"

deeprl

Combining deep learning and reinforcement learning.

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

detection-2016-nipsws

Hierarchical Object Detection with Deep Reinforcement Learning