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ylz241518's Projects

barl-simpleoptions icon barl-simpleoptions

A small Python package which provides a simple framework for working with Reinforcement Learning Options.

christddd icon christddd

🙌 ASP.NET Core 3.1 应用, 包含 DDD、CQRS、EDA 和ES事件回溯

hrl_dqn icon hrl_dqn

Combination of the Options RL framework and DQNs

litcad icon litcad

A very simple CAD developed by C#.

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

pymarl icon pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

pyswarms icon pyswarms

A research toolkit for particle swarm optimization in Python

reinforcement-learning icon reinforcement-learning

Using WoLF (win or learn fast) PHC (policy hill climbing) algorithm to implement stochastic games

reinforcement-learning-1 icon reinforcement-learning-1

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

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rlschool icon rlschool

Excellent Environments for Reinforcement Learning Benchmarking (强化学习环境集)

scikit-opt icon scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传算法、粒子群算法、模拟退火算法、蚁群算法等

starcraft icon starcraft

Implementations of QMIX, VDN and COMA on SMAC, corresponding papers are "QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning", "Value-Decomposition Networks For Cooperative Multi-Agent Learning", and "Counterfactual Multi-Agent Policy Gradients".

tida.cad icon tida.cad

English:Tida.CAD is CAD tool built on .net platform,focusing on highly extensibility,MVVM,high performance.

unified-hrl icon unified-hrl

Unified Model-Free Hierarchical Reinforcement Learning Framework

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