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yang970901's Projects

apollo icon apollo

An open autonomous driving platform

asynchronous_impala_ppo icon asynchronous_impala_ppo

Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation

deep-reinforcement-learning-algorithms icon deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

dig-into-apollo icon dig-into-apollo

Apollo notes (Apollo学习笔记) - Apollo learning notes for beginners.

easy-rl icon easy-rl

强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/

example-code icon example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

magent2 icon magent2

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

pysc2 icon pysc2

StarCraft II Learning Environment

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-solutions icon rl-solutions

强化学习第二版习题解答与代码案例 Solutions and codes for Reinforcement Learning second edition

starcraft icon starcraft

Implementations of QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

tianshou icon tianshou

An elegant PyTorch deep reinforcement learning library.

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