Electrical and Computer Engineering, The Ohio State University; Electrical and Computer Engineering, Wayne State University
Arnob Ghosh, Xingyu Zhou, Ness Shroff
Reinforcement Learning Theory;Infinite horizon Average Reward;Theory of Constrained Reinforcement Learning;Linear MDP;Model-free RL;Soft-max
Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation