Shatabdi Sen Prapti

CoRe-MARL: Cooperative Redistribution Under Unknown Dynamics Using Recurrent Multi-Agent Reinforcement Learning

This study develops CoRe-MARL, a cooperative multi-agent reinforcement learning (MARL) framework, by formulating a decentralized partially observable Markov decision process (Dec-POMDP), and finds that MAPPO reduces the service gap across local centers and enhances service for the worst-served center while maintaining...