shi-yiwei Goto Github PK

a3c-mujoco

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

actorcritic_gym_cartpole

ActorCritic(double network) run gym CartPole

awesome-explainable-reinforcement-learning

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

awesome-model-based-rl

A curated list of awesome model based RL resources (continually updated)

awesome-shapley-value

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

bayesianrlforautonomousdriving

bmaml_rl

This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.

book

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathmatical Foundation of Reinforcement Learning."

cnn-rl

ddpg_ant_v3_pytorch

play mujoco Ant-v3 with DDPG

deep-learning-mahjong---

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

dqn

dqn_gym_pendulum

drl

Deep Reinforcement Learning

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

feudal-montezuma

Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

feudalnets-pytorch

PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.

hands-on-rl

https://hrl.boyuai.com/

infomax-option-critic

Code release accompanying the paper 'Diverse Exploration via InfoMax Options'

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

machine-learning-session

marl-code-pytorch

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

mdde-maac

Actor-Attention-Critic for Multi-Agent Reinforcement Learning for Multi-agent Data Distribution Environment