38 citations · 40 across the 6 of their papers we have counts for
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cs.LG2023
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning
Peizhong Ju, Arnob Ghosh, Ness B. Shroff
Fairness plays a crucial role in various multi-agent systems (e.g., communication networks, financial markets, etc.). Many multi-agent dynamical interactions can be cast as Markov…
cs.LG2019
Reinforcement Learning for Mean Field Game
Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh +1
Stochastic games provide a framework for interactions among multiple agents and enable a myriad of applications. In these games, agents decide on actions simultaneously, the state…