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yangdeai's Projects

a3c icon a3c

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

a3c-continuous icon a3c-continuous

Tensorflow implementation of the asynchronous advantage actor-critic (a3c) reinforcement learning algorithm for continuous action space

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-robotics icon awesome-robotics

A curated list of awesome links and software libraries that are useful for robots.

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

c icon c

比特C语言学习笔记,资料请到比特主页:https://m.cctalk.com/inst/s9yewhfr,或者B站搜索比特鹏哥,讲的十分好的老师!!!

deep-reinforcement-learning icon deep-reinforcement-learning

《深度强化学习:原理与实践》,Code of the book <Deep Reinforcement Learning: Principles and Practices>

deep_rl icon deep_rl

PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, SAC-AEA)

deeplearning-in-action icon deeplearning-in-action

《深度学习原理与实践》相关代码——source code of the book <deep learning in action>

deeprl-tensorflow2 icon deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dive-into-dl-tensorflow2.0 icon dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

dm_control icon dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

dqn-atari-agents icon dqn-atari-agents

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

dsac icon dsac

Distributional Soft Actor Critic

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