{"total":13,"rows":[{"id":"2307.08082","title":"POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance","created":"2023-07-16","cited_by_count":13,"area":null},{"id":"2301.04939","title":"Safe Policy Improvement for POMDPs via Finite-State Controllers","created":"2023-01-12","cited_by_count":12,"area":null},{"id":"2209.01092","title":"Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning","created":"2022-09-02","cited_by_count":11,"area":null},{"id":"2212.07933","title":"Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems","created":"2022-12-15","cited_by_count":11,"area":null},{"id":"2306.11551","title":"IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL","created":"2023-06-20","cited_by_count":9,"area":null},{"id":"2307.03860","title":"Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization","created":"2023-07-07","cited_by_count":8,"area":null},{"id":"2303.10302","title":"Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs","created":"2023-03-18","cited_by_count":5,"area":null},{"id":"2401.12455","title":"Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management","created":"2024-01-23","cited_by_count":5,"area":null},{"id":"2105.15119","title":"Policies for the Dynamic Traveling Maintainer Problem with Alerts","created":"2021-05-31","cited_by_count":1,"area":null},{"id":"2112.10944","title":"Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design","created":"2021-12-21","cited_by_count":1,"area":null},{"id":"2312.14824","title":"An investigation of belief-free DRL and MCTS for inspection and maintenance planning","created":"2023-12-22","cited_by_count":1,"area":null},{"id":"2609.13566","title":"Planning or Learning: Reliability and Cost in Multi-Asset Maintenance","created":"2026-09-11","cited_by_count":0,"area":null},{"id":"2609.30150","title":"Graph-Based Inference and Topology-Aware Multi-Agent Reinforcement Learning for Large-Scale Railway Network Management","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}