Spotlight "constrained markov decision processes" Papers

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Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation

Toshinori Kitamura, Arnob Ghosh, Tadashi Kozuno et al.

NeurIPS 2025spotlightarXiv:2502.10138

Truly No-Regret Learning in Constrained MDPs

Adrian Müller, Pragnya Alatur, Volkan Cevher et al.

ICML 2024spotlight