Pinned 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
CarND-Capstone
deep-reinforcement-learning-networks
A list of deep neural network architectures for reinforcement learning tasks.
muniverse
µniverse: RL environments for HTML5 games
Polygames
The project is a platform of zero learning with a library of games.
rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
tensorflow-value-iteration-networks
TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper
relaax
Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications
4SkyNet's Repositories
4SkyNet/CarND-Capstone
4SkyNet/1m-agents
A platform of grid world that supports up to 1 million reinforcement-learning agents.
4SkyNet/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
4SkyNet/Polygames
The project is a platform of zero learning with a library of games.
4SkyNet/APEX
Autonomous exploration, active learning and human guidance with open-source Poppy humanoid robot platform and Explauto library
4SkyNet/coach
Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms
4SkyNet/Crypto_Trader
Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange
4SkyNet/DeepReinforcementLearningThatMatters
Accompanying code for "Deep Reinforcement Learning that Matters"
4SkyNet/DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
4SkyNet/DeepRLHacks
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
4SkyNet/Direct-Future-Prediction-Keras
Direct Future Prediction (DFP ) in Keras
4SkyNet/Distributed-BA3C
4SkyNet/dtreeviz
A python library for decision tree visualization and model interpretation.
4SkyNet/go-explore
Code for Go-Explore: a New Approach for Hard-Exploration Problems
4SkyNet/hierarchical_IL_RL
Code for hierarchical imitation learning and reinforcement learning
4SkyNet/learning2run
Our NIPS 2017: Learning to Run approach
4SkyNet/MAgent
A Platform for Many-agent Reinforcement Learning
4SkyNet/multiagent-competition
Repository for competitive multi-agent environments
4SkyNet/noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
4SkyNet/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).
4SkyNet/POP3D
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
4SkyNet/pyensemble
An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn
4SkyNet/pysc2
StarCraft II Learning Environment
4SkyNet/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
4SkyNet/robosumo
RoboSumo competitive multi-agent environments.
4SkyNet/Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
4SkyNet/SerpentAI
Game Agent Framework. Helping you create AIs / Bots to play any game you own! BETA
4SkyNet/TorchCraft
Connecting Torch to StarCraft
4SkyNet/trpo
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
4SkyNet/universe-starter-agent
A starter agent that can solve a number of universe environments.