A platform of grid world that supports up to 1 million reinforcement-learning agents.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
The project is a platform of zero learning with a library of games.
Autonomous exploration, active learning and human guidance with open-source Poppy humanoid robot platform and Explauto library
Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms
Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange
Accompanying code for "Deep Reinforcement Learning that Matters"
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
Direct Future Prediction (DFP ) in Keras
A python library for decision tree visualization and model interpretation.
Code for Go-Explore: a New Approach for Hard-Exploration Problems
Code for hierarchical imitation learning and reinforcement learning
Our NIPS 2017: Learning to Run approach
A Platform for Many-agent Reinforcement Learning
Repository for competitive multi-agent environments
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn
StarCraft II Learning Environment
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Game Agent Framework. Helping you create AIs / Bots to play any game you own! BETA
Connecting Torch to StarCraft
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
A starter agent that can solve a number of universe environments.