FP-IRL: Fokker–Planck Inverse Reinforcement Learning — A Physics-Constrained Approach to Markov Decision Processes
arXiv:2306.10407v3 Announce Type: replace
Abstract: Inverse reinforcement learning (IRL) is a powerful paradigm for uncovering the incentive structure that drives agent behavior, by inferring an unknown reward function from observed trajectories withi…