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adamw_keras

AdamW optimizer for Keras

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe_matlab

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

caffe_matlab_gan

caffematscripts

SimpleCaffeScripts

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-with-pytorch

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

deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

deterministic-gail-pytorch

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

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gradient-descent-adam

Gradient descent algorithm using adaptive moment estimation (ADAM)

hello-me

hello test

imylu

Pure Python implementation of machine learning algorithms

matcaffe

Simple Test Code of Matlab Interface for Caffe

matcaffe-example

Use MatCaffe to do training and validation.

merel-mocap-gail

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

ml-agents

Unity Machine Learning Agents Toolkit

mycnn

Implement CNN with MATLAB

ntu_hylee_machinelearning_homework

台大李宏毅 (Hung-yi Lee) 的Machine Learning課程的課程作業分享

optim2d

Optimization on a muscle-driven 2D gait model

pythonrobotics

Python sample codes for robotics algorithms.

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

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

pytorch-doc-zh

PyTorch 中文文档

pytorch-learn

Pytorch Learn

pytorch-rl-demo

Reinforcement learning demo by PyTorch.

reflexer-digital-twin

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

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

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

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