daominglyu Goto Github PK

dsr-1

Deep Successor Representation

e-drl

Exploration Strategies for Deep Reinforcement Learning

eigenoption-critic_sr

Eigenoption Critic through low-level decomposition of the Successor Features Matrix

emu-q

Exploring by Minimizing Uncertainty of Q values (EMU-Q) as presented in "Bayesian RL for Goal-Only Rewards" at CoRL'18.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

featurecontrolhrl

Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

featurecontrolhrl-tensorflow

A Tensorflow implementation of Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

first-steps-towards-deep-learning

This is an open sourced book on deep learning.

frank-wolfe-advml

A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks

friendlyhello-docker

《Docker 学习新手笔记：从入门到放弃》一文与示例代码

ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gae

Reinforcement learning algorithms with Generalized Advantage Estimation

games

:video_game: A list of popular/awesome videos games, add-ons, maps, etc. hosted on GitHub. Any genre. Any platform. Any engine.

gps

Guided Policy Search

graphwalk

guide-actor-critic

Keras implementation of guide actor-critic for continuous control

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-grid

A simple Gridworld environment for Open AI gym

gym-gridworld

Simple grid-world environment compatible with OpenAI-gym

gym-solutions

Reinforcement learning problems solved using Open AI Gym

gym-starcraft

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

gym_torcs

h-dqn

Reproduction of Kulkarni et al. (2016) in Python

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

hands-on-reinforcement-learning-with-python-1

Hands-On Reinforcement Learning with Python, published by Packt

hfo

Half Field Offense in Robocup 2D Soccer

hierarchical-deep-rl

Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation

hierarchical_il_rl

Code for hierarchical imitation learning and reinforcement learning

hierarchical_rl

hierarchical deep reinforcement learning algorithms