Tomoshi Iiyama's repositories
marl-robots-2d
マルチエージェント深層強化学習の実世界ロボットへの適用に向けた 2Dシミュレーション環境
foodbank-qmix
マルチエージェント深層強化学習アルゴリズム QMIXを用いた食品分配の最適化
qmix-example
マルチエージェント深層強化学習アルゴリズム QMIXのシンプルな問題への適用
DI-engine
OpenDILab Decision AI Engine
director
Deep Hierarchical Planning from Pixels
epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
gym
A toolkit for developing and comparing reinforcement learning algorithms.
irsl_choreonoid
Robot programming with choreonoid
marl-robots-gazebo
マルチエージェント深層強化学習の実世界ロボットへの適用に向けたGazebo環境
marl-robots-hsr
マルチエージェント深層強化学習のToyota HSRへの適用検討
minimal-marl
Minimal implementation of multi-agent reinforcement learning algorithms
mlflow
Open source platform for the machine learning lifecycle
PettingZoo
Gym for multi-agent reinforcement learning
pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
robot_assembler_plugin
robot_assembler_plugin for choreonoid
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.