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wjp8016's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe_matlab icon caffe_matlab

This project contains example of Matlab interface for Caffe (known as Matcaffe). Currently, the example includes

deepterrainrl icon deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

deterministic-gail-pytorch icon deterministic-gail-pytorch

A simple PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) i.e. for Off Policy learning

imylu icon imylu

Pure Python implementation of machine learning algorithms

matcaffe icon matcaffe

Simple Test Code of Matlab Interface for Caffe

merel-mocap-gail icon merel-mocap-gail

An implementation of "Learning human behaviors from motion capture by adversarial imitation"

optim2d icon optim2d

Optimization on a muscle-driven 2D gait model

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

pytorch-ddpg icon pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

reflexer-digital-twin icon reflexer-digital-twin

Toolkit based on cadCAD for performing automated routine tests and future predictions for a GEB deployment

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

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