2 papers
eess.SY2025
An Online Multiobjective Policy Gradient for Long-run Average-reward Markov Decision Process
Rahul Misra, Manuela L. Bujorianu, RafaÅ Wisniewski
We propose a reinforcement learning (RL) framework for multi-objective decision-making, where the agent seeks to optimize a vector of rewards rather than a single scalar value. The…
eess.SY2025
Robust Correlated Equilibrium: Definition and Computation
Rahul Misra, RafaŠWisniewski, Carsten Skovmose Kallesøe +1
We study N-player finite games with costs perturbed due to time-varying disturbances in the underlying system and to that end, we propose the concept of Robust Correlated Equilibri…