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Jing Chen's Projects

a3c icon a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

a3c-1 icon a3c-1

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

a3c-lstm icon a3c-lstm

A3C-LSTM algorithm tested on CartPole OpenAI Gym environment

aws-rl-env icon aws-rl-env

AWS environment for use with reinforcement learning

book icon book

个人认为对技术提升很不错的书

ddpg icon ddpg

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

docker_practice icon docker_practice

Learn and understand Docker technologies, with real DevOps practice!

gameframework icon gameframework

This is a game framework based on Unity 5.3 and later versions.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

jekyll icon jekyll

:globe_with_meridians: Jekyll is a blog-aware, static site generator in Ruby

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

reinforcement_learning icon reinforcement_learning

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

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