Hideki105

bregman-proximal-dc-algorithm

Bregman Proximal type algorithms

CQL

PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

deep-learning-from-scratch-4

ゼロから作るDeep Learning④強化学習編

Diffusion-Models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

Diffusion-Policies-for-Offline-RL

doro

Distributional and Outlier Robust Optimization (ICML 2021)

gail-pytorch

PyTorch implementation of GAIL and PPO reinforcement learning algorithms

GAIL_PPO

Generative Adversarial Imitation Learning

Inverse_Reinforcement_Learning

逆強化学習のサンプル

linear-programming

主双対内点法による線形計画法

mathematical-engineering

数理工学の講義資料

PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Regularization-via-Transportation

Source files for our regularization paper!

riemannian-optimization

リーマン多様体上の最適化

robust-optimization

ロバスト最適化

robustOT

Robust Optimal Transport code

semidefinite_programming

主双対内点法による半正定値計画

sinkhorn-imitation

Code for reproducing the experiment results of the paper Imitation Learning with Sinkhorn Distances.