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cs.LG2024
Infinite-Horizon Reinforcement Learning with Multinomial Logistic Function Approximation
Jaehyun Park, Junyeop Kwon, Dabeen Lee
We study model-based reinforcement learning with non-linear function approximation where the transition function of the underlying Markov decision process (MDP) is given by a multi…
cs.LG2024
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions
Sungwoo Park, Junyeop Kwon, Byeongnoh Kim +3
This paper studies performative risk minimization, a formulation of stochastic optimization under decision-dependent distributions. We consider the general case where the performat…