Metrics for Finite Markov Decision Processes

11 July 2012

Papers citing "Metrics for Finite Markov Decision Processes"

8 / 8 papers shown

Title
Provably Correct Automata Embeddings for Optimal Automata-Conditioned Reinforcement Learning Beyazit Yalcinkaya Niklas Lauffer Marcell Vazquez-Chanlatte Sanjit A. Seshia OffRL 90 0 0 06 Mar 2025
Learning Fused State Representations for Control from Multi-View Observations Zeyu Wang Yao Li Xin Li Hongyu Zang Romain Laroche Riashat Islam OffRL 61 0 0 03 Feb 2025
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup David Meger 104 0 0 03 Jan 2025
CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning John Birkbeck Adam Sobey Federico Cerutti Katherine Heseltine Hurley Flynn Timothy J. Norman 45 0 0 05 Sep 2024
Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients Mete Kemertas Allan D. Jepson Amir-massoud Farahmand OT 62 3 0 17 Jul 2023
Representation Matters: Offline Pretraining for Sequential Decision Making Mengjiao Yang Ofir Nachum SSL OffRL 55 119 0 11 Feb 2021
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes T. Dean R. Givan Sonia M. Leach 64 140 0 06 Feb 2013
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage Craig Boutilier T. Dean S. Hanks 78 1,311 0 27 May 2011