2024 "constrained markov decision processes" Papers

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ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints

Akhil Agnihotri, Rahul Jain, Haipeng Luo

ICML 2024posterarXiv:2302.00808

Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints

Francesco Emanuele Stradi, Jacopo Germano, Gianmarco Genalti et al.

ICML 2024poster

Truly No-Regret Learning in Constrained MDPs

Adrian Müller, Pragnya Alatur, Volkan Cevher et al.

ICML 2024spotlightarXiv:2402.15776