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ign-implicit-generative-networks

IGN : Implicit Generative Networks （ICMLA 2022）

iqn-and-extensions

PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer and N-step bootstrapping.

learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

leetcode

leetcode题解，记录自己的leecode解题之路。

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

magent

A Platform for Many-agent Reinforcement Learning

models

Models and examples built with TensorFlow

new-pac

科学上网专用

opponent

Implementation for ICML 16 paper "Deep reinforcement learning with opponent modeling"

policyaugmentation

Exploration Strategy for Deep Reinforcement Learning

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

pytorch-a2c

General implementation of Advantage Actor Critic using Pytorch

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

reinforcement-learning

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

reinforcement-learning-1

Minimal and Clean Reinforcement Learning Examples

reinforcement-learning-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rl-on-atari-game

implement a DQN agent to play atari game breakout

rlcodebase

RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms

rltf

Reinforcement Learning implementations and research prototyping in TensorFlow

sa_dqn

State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning (NeurIPS 2020, Spotlight)

sched_net

tensorflow_2player_pong

A code reimplementation of DeepMind's "Multiagent Cooperation and Competition with Deep Reinforcement Learning" with Tensorflow

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

thswind.github.io

tic-tac-toe

A Q-learning implementation, to train an agent about tic-tac-toe game(wrote in tkinter)

tofel_ielts_gre_my-learning-materials-