Dennis Richardson's repositories
1m-agents
A platform of grid world that supports up to 1 million reinforcement-learning agents.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Polygames
The project is a platform of zero learning with a library of games.
APEX
Autonomous exploration, active learning and human guidance with open-source Poppy humanoid robot platform and Explauto library
coach
Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms
Crypto_Trader
Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange
DeepReinforcementLearningThatMatters
Accompanying code for "Deep Reinforcement Learning that Matters"
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)
Direct-Future-Prediction-Keras
Direct Future Prediction (DFP ) in Keras
dtreeviz
A python library for decision tree visualization and model interpretation.
go-explore
Code for Go-Explore: a New Approach for Hard-Exploration Problems
hierarchical_IL_RL
Code for hierarchical imitation learning and reinforcement learning
learning2run
Our NIPS 2017: Learning to Run approach
MAgent
A Platform for Many-agent Reinforcement Learning
multiagent-competition
Repository for competitive multi-agent environments
noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
PGPortfolio
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).
POP3D
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
pyensemble
An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn
pysc2
StarCraft II Learning Environment
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
SerpentAI
Game Agent Framework. Helping you create AIs / Bots to play any game you own! BETA
TorchCraft
Connecting Torch to StarCraft
trpo
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
universe-starter-agent
A starter agent that can solve a number of universe environments.
