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Shunnosuke Chinen's Projects

a0c icon a0c

Code for the paper Alpha Zero in Continuous Action Space (A0C) (https://arxiv.org/pdf/1805.09613.pdf)

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

escalation icon escalation

An R package providing a unified interface to several dose-finding trial methodologies

mcts-general icon mcts-general

General Python implementation of Monte Carlo Tree Search for the use with Open AI Gym environments.

oj icon oj

Tools for various online judges. Downloading sample cases, generating additional test cases, testing your code, and submitting it.

optimal_adaptive_allocation_in_a_dose-response_study icon optimal_adaptive_allocation_in_a_dose-response_study

Supplementary Materials for Kentaro Matsuura, Junya Honda, Imad El Hanafi, Takashi Sozu, Kentaro Sakamaki "Optimal Adaptive Allocation using Deep Reinforcement Learning in a Dose-Response Study" Statistics in Medicine 2021

optimal_dose_escalation_in_phase_i_oncology_trials icon optimal_dose_escalation_in_phase_i_oncology_trials

Supplementary Materials for Kentaro Matsuura, Kentaro Sakamaki, Junya Honda, Takashi Sozu "Optimal Dose Escalation Methods using Deep Reinforcement Learning in Phase I Oncology Trials" Journal of Biopharmaceutical Statistics 2022

pytorch_tutorials_jp icon pytorch_tutorials_jp

PyTorch公式チュートリアル(日本語翻訳版)の各ノートブックファイル(Google Colab用)です

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

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