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Mitsuhiko Nakamoto's Projects

batch_rl icon batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

cal-ql icon cal-ql

official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning

corl icon corl

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL

d4rl icon d4rl

A collection of reference environments for offline reinforcement learning

dopamine icon dopamine

forked from https://github.com/google/dopamine

ecg-pytorch-sample icon ecg-pytorch-sample

A PyTorch implementation for training deep learning models for 12-lead ECGs (2D-CNN, 1D-CNN, Transformer)

echo-3d-sample icon echo-3d-sample

A PyTorch implementation for training 3D-CNN models for cardiac echocardiography.

genaug icon genaug

main augmentation script for real world robot dataset.

jaxrl icon jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

lifelong_rl icon lifelong_rl

Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Reset-Free Lifelong Learning with Skill-Space Planning.

mcq icon mcq

Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)

mj_envs icon mj_envs

A collection of MuJoCo based environments.

reversi-othelo-ai icon reversi-othelo-ai

A gam AI for playing Reversi (Othelo). Implemented the mini-max algorithm in C++.

twitterui icon twitterui

I made a Twitter home UI as a training of HTML/CSS.

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