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2048-deep-reinforcement-learning

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

adversarialnetspapers

Awesome paper list with code about generative adversarial nets

ai-

🤖 Collect practical AI repos, tools, websites, papers and tutorials on AI. 实用的AI百宝箱 💎

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

autonomous-atc

The open source air traffic simulator

awesome-llm

Awesome-LLM: a curated list of Large Language Model

badnets-pytorch

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

cartpole-v1-

Solving CartPole-v1 environment using REINFORCE implementation from scratch.

cartpolev1

OpenAI Cartpole-v1

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

collaq

A code implementation for our arXiv paper "Multi-agent Adhoc Team Play using Decompositional Q function"

comdefend

The code for CVPR2019 (ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples)

continual-learning-rl

Variational Continual Learning applied to Cartpole-v1

curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-reinforcement-learning-with-pytorch

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

deep-reinforcemnet-learning-for-aoi-minimization

无人机

deep_maze

deep_q_learning_maze

Implementation of Deep Q-learning to solve random mazes.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl-pytorch

Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.

dne

A set of neuroevolution experiments with/towards deep networks

dqn-atari

Deep Q-Learning (DQN) implementation for Atari pong.

dqn-based-uav-3d_path_planer

Realization of UAV's Track Planning in 3D Urban Environment Based on Reinforcement Learning Algorithm(DQN)

dqn-multi-agent-rl

Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)

dqn_maze

通过python3.6编程，利用DQN算法实现机器学习避开障碍走到迷宫终点。（Through python3.6 programming, I use DQN algorithm to achieve machine learning and avoid obstacles to the maze end.）

dreamerv2

Mastering Atari with Discrete World Models