XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
JaxMARL-based MARL benchmark: RNN vs Transformer vs SSM backbones for QMIX, evaluated on Hanabi, MPE, and SMAX.
Integrated supply chain intelligence platform for disruption detection, demand forecasting, resource allocation, and route optimization using GNNs, TFT, MARL, and POMO.
POMDP cat-and-mouse PettingZoo grid world with recurrent MARL baselines, diagnostics, and demo assets.
Scalable Multi-Agent Reinforcement Learning with IQL and QMIX — from-scratch implementation in a custom grid environment. Compare independent vs centralized learning as agents scale from 2 to 10.
Source code for the MARL-enabled real-time control of urban drainage system
PPO and PyMARL baseline for Pogema environment
PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Grid Wise Control+PPO, Grid Wise Control+DDPG.
StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX
Continual Multi-agent Reinforcement Learning in Dynamic Environments
QMIX implemented in TensorFlow 2
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