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Takumi Tanabe's Projects

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

iratusaves icon iratusaves

Winning entry for the 2017 and 2018 AIBIRDS level generation competitions

kurobako-py icon kurobako-py

A Python library to help implement kurobako's solvers and problems

m3ddpg-pytorch icon m3ddpg-pytorch

MiniMax Multi-Agent Deep Deterministic Policy Gradient (M3DDPG) pytorch implementation

modified-science-birds icon modified-science-birds

This is a modified version of the Science Birds game. In this version, the foundational blocks have been adjusted to match with the grid specification of the competition, and a plugin has been added to convert the string of the ab_drop() function into an actual Science Birds level.

optuna icon optuna

A hyperparameter optimization framework

soft-module icon soft-module

Code for "Multi-task Reinforcement Learning with Soft Modularization"

wilderness-scavenger-1 icon wilderness-scavenger-1

A platform for intelligent agent learning based on a 3D open-world FPS game developed by Inspir.AI.

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