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alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

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70多个国家的500多所大学用于教学。

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.

deeprl-chinese

dfjsp

fjsp-drl

flexible-job-shop

Python implementation of a genetic algorithm for FJSP.

ga_for_fjsp

solve Flexible Job Shop Problem by Genetic Algorithm

hands-on-rl

https://hrl.boyuai.com/

maximum_entropy_population_based_training

Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination

mfrl

Mean Field Multi-Agent Reinforcement Learning

mlimpl

The repository which collects some codes that encapsulates commonly used machine learning algorithms. Most are based on numpy, pandas or torch. U can deepen your understanding to related model and algorithm or revise it to get customized code belongs yourself by referring to this repository. I'm very glad that it can give u a bit of inspiration.

multiagent-sac

Implementation of centralized training, centralized execution of Soft Actor-Critic (SAC) on a Tennis multiagent Unity environment.

overcooked-ai

Offline Multi-Agent Reinforcement Learning Implementations: Solving Overcooked Game with Data-Driven Method

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学