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Tamura Jun'ichi's Projects

adhoc_aamas-17 icon adhoc_aamas-17

Codification used for the AAMAS-17 paper "Simultaneously Learning and Advising in Multiagent Reinforcement Learning"

hfo icon hfo

Half Field Offense in Robocup 2D Soccer

mp-dqn icon mp-dqn

Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

ppo-pytorch icon ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pytorch-ddpg icon pytorch-ddpg

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

rl-learn icon rl-learn

Using Natural Language for Reward Shaping in Reinforcement Learning

starcraft icon starcraft

Implementations of QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

tools icon tools

地味に使える自分用のスクリプト保管場所

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