Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH 43210; Department of Mathematics, RWTH Aachen University, Aachen, Germany
Semih Cayci, Atilla Eryilmaz
temporal difference learning;natural actor-critic;reinforcement learning;policy evaluation;policy gradient;markov decision processes
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards