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ann

BP神经网络分类器

autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

billiard

OpenAI gym environment

carnd-path-planning-project

Create a path planner that is able to navigate a car safely around a virtual highway

closeaircombat

An environment based on JSBSIM aimed at one-to-one close air combat.

david-silver-reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

ddpg

Multi-Agent Deep Deterministic Policy Gradients

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

dsac-t

DSAC-v2; DASC; Distributional Soft Actor-Critic

dsac-v1

DSAC; Distributional Soft Actor-Critic

eat_tensorflow2_in_30_days

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

episodic-curiosity

Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability

feathercnn

FeatherCNN is a high performance inference engine for convolutional neural networks.

fgautopilot

Flightgear autopilot with DRL using Python, (Contain Python Interface for FlightGear)

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

hfo

Half Field Offense in Robocup 2D Soccer

hhmarl_2d

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

how-to-optimize-gemm

insightface

Face Recognition Project on MXNet

introrl

Intro to Reinforcement Learning (强化学习纲要）

invalid-action-masking

Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

jsbsim

An open source flight dynamics & control software library

large-action-space-reinforcement-learning-starcraft-ii

根据一些人工智能的一些经典算法，以及目前人工智能在星际争霸II的表现，通过官方API，我们制作了相应的mini-game。同时，我们也发明了与Q-value延伸出来的新算法，大大降低复杂度，去优化机器在人机对战中的表现。

maddpg

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

magent

A Platform for Many-agent Reinforcement Learning

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

ml-agents

Unity Machine Learning Agents Toolkit

ml-agents-aircraft_udemy-unity-adam