Interval Markov Decision Processes

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1 paper in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Linear Programming Representations and Strongly Polynomial Algorithms for Robust Markov Decision Processes

    Oct 1, 2026Han Zhong, Yinyu YeRobust Markov Decision ProcessesMarkov Decision Processes

    Shanghai Jiao Tong University · Shanghai Jiao Tong University, SIMIS, and Stanford University

  2. Risk-Aware General-Utility Markov Decision Processes

    Jul 10, 2026Pedro P. Santos, Fábio Vital, Alberto Sardinha +1Markov Decision ProcessesMarkov Models

    INESC-ID · Instituto Superior Técnico, University of Lisbon · Pontifical Catholic University of Rio de Janeiro

  3. Minimax PAC Bounds for Learning in Exogenous Contextual MDPs

    Jun 23, 2026Corentin Pla, Hugo Richard, Marc Abeille +1Markov Decision ProcessesReinforcement Learning

    CREST, ENSAE · Criteo AI Lab · FairPlay Joint Team +1

  4. Context-Aware Optimization of Follow-Up Intervals for Type 2 Diabetes Care Using Markov Decision Processes

    Jun 17, 2026Parisa Lotfibagha, Kristen Miller, William J. Gallagher +2Markov Decision ProcessesHealthcare

    University of Massachusetts Amherst, United States · MedStar Health Center for Diagnostic Systems Safety, United States · National Center for Human Factors in Healthcare, MedStar Health Research Institute, United States +2

  5. Maturing Markov Decision Processes: Decision Making under Increasing Information and Shrinking Action Sets

    Jun 17, 2026Jiaxi Liu, Aiping Yang, Yuhang Yang +4Markov Decision ProcessesMarkov Models

    Ant International · School of Economics, Sichuan University · School of Economics, Fudan University

  6. MATE: Solving Contextual Markov Decision Processes with Memory of Accumulated Transition Embeddings

    May 17, 2026Himchan Hwang, Hyeokju Jeong, Gene Chung +3Markov Decision ProcessesMeta-Reinforcement Learning

    Seoul National University · Saige · Ulsan National Institute of Science and Technology (UNIST)

  7. On-line Learning in Tree MDPs by Treating Policies as Bandit Arms

    May 6, 2026Anvay Shah, Ramsundar Anandanarayanan, Sharayu Moharir +1Markov Decision ProcessesMarkov Models

    Indian Institute of Technology Bombay · Mumbai, India

  8. Adaptive Estimation and Optimal Control in Offline Contextual MDPs without Stationarity

    May 5, 2026Riddhiman Bhattacharyya, Sayak Chakrabarty, Imon BanerjeeNon-Stationary RLMarkov Decision Processes

    Department of Statistics, University of California, Santa Cruz Santa Cruz, California, USA · Department of Computer Science Northwestern University Evanston, IL, USA · Department of Industrial Engineering and Management Sciences Northwestern University Evanston, IL, USA

  9. Optimization-Based Robust Permissive Synthesis for Interval MDPs

    Date pendingKhang Vo Huynh, David Parker, Lu FengRobust Markov Decision ProcessesMarkov Decision Processes

    Department of Computer Science, University of Virginia, Charlottesville, VA, USA · Department of Computer Science, University of Oxford, Oxford, UK