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