Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs

18 March 2023

Papers citing "Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs"

6 / 6 papers shown

Title
Capacity-Aware Planning and Scheduling in Budget-Constrained Monotonic MDPs: A Meta-RL Approach Manav Vora Ilan Shomorony Melkior Ornik 19 0 0 28 Oct 2024
InfraLib: Enabling Reinforcement Learning and Decision Making for Large Scale Infrastructure Management Pranay Thangeda Trevor S. Betz M. Grussing Melkior Ornik OffRL AI4CE 26 0 0 05 Sep 2024
Solving Truly Massive Budgeted Monotonic POMDPs with Oracle-Guided Meta-Reinforcement Learning Manav Vora M. Grussing Melkior Ornik 16 0 0 13 Aug 2024
ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates Gokul Puthumanaillam Manav Vora Melkior Ornik 28 2 0 03 Mar 2024
Resilient Constrained Reinforcement Learning Dongsheng Ding Zhengyan Huan Alejandro Ribeiro 24 1 0 28 Dec 2023
Ranking and Selection as Stochastic Control Yijie Peng Edwin K. P. Chong Chun-Hung Chen Michael Fu 21 80 0 07 Oct 2017