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adarl-code

Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.

attention

some attention implements

awesome-multi-modal-reinforcement-learning

A curated list of Multi-Modal Reinforcement Learning resources (continually updated)

c-plus-plus

All Algorithms implemented in C++

cil-ddqn

code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

consistency_models

Official repo for consistency models.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

data-structure

《数据结构》-严蔚敏.吴伟民-教材源码与习题解析

data-structures-and-algorithms-in-c

所有基础数据结构和算法的纯C语言实现，如各自排序、链表、栈、队列、各种树以及应用、图算法、字符串匹配算法、回溯、并查集等，献丑了

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

distributed-maddpg

Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.

easy-rl

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

football

Check out the new game server:

gcs_aamas337

The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》

gossiper-media-model

code of paper "Opinion Evolution Dynamics in Multiagent Reinforcement Learning based Gossiper-Media Model"

gym_cityflow

Adds CityFlow to Gym

harl

Official implementation of HARL algorithms based on PyTorch.

hok_env

java

☕️Java👫面向对象📝编程题💾数据库☎️常用框架📖系统设计💪工具📚参考资料

javaprogramming

Java语言程序设计/面向对象程序设计授课资料

kddcup2021-citybrainchallenge-starter-kit

libsignal

maca

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).