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ai_lib

air-combat-reinforcement-learning

利用值函数逼近网络设计无人机空战自主决策系统，目前是初步的程序编写，之后会不断更新和详解。

aircraft_3d_animation

A Matlab tool to visualize recorded or simulated flight data

alphazero-in-unity

Several board game AI, which are trained based on AlphaZero, used in a Unity game.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

brain-cog

Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its ev

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

dogfight-sandbox-hg2

Air to air combat sandbox, created in Python 3 using the HARFANG 3D 2 framework.

douzero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

fr24-3d-models

Flightradar24 3D models

gomoku-xyh19

A AI project about Gomoku

malib

A parallel framework for population-based multi-agent reinforcement learning.

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition"

multiagent-reinforcement-learning-algorithms-for-multiple-uav-confrontation

This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".

muzero-general

MuZero

pwc

Papers with code. Sorted by stars. Updated weekly.

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

skynet-iads

Adds IADS (integrated air defence) functionality to Digital Combat Simulator.

spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

tutorials

机器学习相关教程 多线程，多进程