2025 "constrained mdps" Papers

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Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs

Mehran Shakerinava, Siamak Ravanbakhsh, Adam Oberman

NEURIPS 2025spotlightarXiv:2505.12049

Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization

Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi et al.

ICLR 2025posterarXiv:2410.02275
5
citations