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• A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees

  Marcus Hoerger, Hanna Kurniawati, Dirk Kroese, Nan Ye

  20134-20142

  2024-03-24

• Optimizing Local Satisfaction of Long-Run Average Objectives in Markov Decision Processes

  David Klaška, Antonín Kučera, Vojtěch Kůr, Vít Musil, Vojtěch Řehák

  20143-20150

  2024-03-24

• Monte Carlo Tree Search in the Presence of Transition Uncertainty

  Farnaz Kohankhaki, Kiarash Aghakasiri, Hongming Zhang, Ting-Han Wei, Chao Gao, Martin Müller

  20151-20158

  2024-03-24

• Learning Safe Action Models with Partial Observability

  Hai S. Le, Brendan Juba, Roni Stern

  20159-20167

  2024-03-24

• Generalized Planning for the Abstraction and Reasoning Corpus

  Chao Lei, Nir Lipovetzky, Krista A. Ehinger

  20168-20175

  2024-03-24

• Simplifying Complex Observation Models in Continuous POMDP Planning with Probabilistic Guarantees and Practice

  Idan Lev-Yehudi, Moran Barenboim, Vadim Indelman

  20176-20184

  2024-03-24

• Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning

  Longkang Li, Siyuan Liang, Zihao Zhu, Chris Ding, Hongyuan Zha, Baoyuan Wu

  20185-20193

  2024-03-24

• NaRuto: Automatically Acquiring Planning Models from Narrative Texts

  Ruiqi Li, Leyang Cui, Songtuan Lin, Patrik Haslum

  20194-20202

  2024-03-24

• On the Computational Complexity of Plan Verification, (Bounded) Plan-Optimality Verification, and Bounded Plan Existence

  Songtuan Lin, Conny Olz, Malte Helmert, Pascal Bercher

  20203-20211

  2024-03-24

• PRP Rebooted: Advancing the State of the Art in FOND Planning

  Christian Muise, Sheila A. McIlraith, J. Christopher Beck

  20212-20221

  2024-03-24

• Abstract Action Scheduling for Optimal Temporal Planning via OMT

  Stefan Panjkovic, Andrea Micheli

  20222-20229

  2024-03-24

• Generalising Planning Environment Redesign

  Alberto Pozanco, Ramon Fraga Pereira, Daniel Borrajo

  20230-20237

  2024-03-24

• When CEGAR Meets Regression: A Love Story in Optimal Classical Planning

  Martín Pozo, Alvaro Torralba, Carlos Linares Lopez

  20238-20246

  2024-03-24

• Efficient Constraint Generation for Stochastic Shortest Path Problems

  Johannes Schmalz, Felipe Trevizan

  20247-20255

  2024-03-24

• Generalized Planning in PDDL Domains with Pretrained Large Language Models

  Tom Silver, Soham Dan, Kavitha Srinivas, Joshua B. Tenenbaum, Leslie Kaelbling, Michael Katz

  20256-20264

  2024-03-24

• Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context

  Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park

  20265-20273

  2024-03-24

• Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed

  Yubin Xiao, Di Wang, Boyang Li, Mingzhao Wang, Xuan Wu, Changliang Zhou, You Zhou

  20274-20283

  2024-03-24

• GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time

  Haoran Ye, Jiarui Wang, Helan Liang, Zhiguang Cao, Yong Li, Fanzhang Li

  20284-20292

  2024-03-24

• Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem

  Keyuan Zhang, Zhongdong Liu, Nakjung Choi, Bo Ji

  20293-20300

  2024-03-24

• s-ID: Causal Effect Identification in a Sub-population

  Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash

  20302-20310

  2024-03-24

• On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental Design

  Ziqiao Ao, Jinglai Li

  20311-20319

  2024-03-24

• Backward Responsibility in Transition Systems Using General Power Indices

  Christel Baier, Roxane van den Bossche, Sascha Klüppelholz, Johannes Lehmann, Jakob Piribauer

  20320-20327

  2024-03-24

• The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank

  Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon

  20328-20336

  2024-03-24

• Pandora’s Problem with Deadlines

  Ben Berger, Tomer Ezra, Michal Feldman, Federico Fusco

  20337-20343

  2024-03-24

• Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization

  Soumia Boucherouite, Grigory Malinovsky, Peter Richtárik, El Houcine Bergou

  20344-20352

  2024-03-24