Solving Truly Massive Budgeted Monotonic POMDPs with Oracle-Guided Meta-Reinforcement Learning

13 August 2024

Papers citing "Solving Truly Massive Budgeted Monotonic POMDPs with Oracle-Guided Meta-Reinforcement Learning"

8 / 8 papers shown

Title
Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs Manav Vora Pranay Thangeda M. Grussing Melkior Ornik 81 7 0 18 Mar 2023
Structured World Belief for Reinforcement Learning in POMDP Gautam Singh Skand Peri Junghyun Kim Hyunseok Kim Sungjin Ahn OCL 48 28 0 19 Jul 2021
Multiagent Rollout and Policy Iteration for POMDP with Application to Multi-Robot Repair Problems Sushmita Bhattacharya Siva Kailas Sahil Badyal Stephanie Gil Dimitri Bertsekas 43 25 0 09 Nov 2020
Reinforcement Learning for POMDP: Partitioned Rollout and Policy Iteration with Application to Autonomous Sequential Repair Problems Sushmita Bhattacharya Sahil Badyal Thomas Wheeler Stephanie Gil Dimitri Bertsekas 50 34 0 11 Feb 2020
Learning in POMDPs with Monte Carlo Tree Search Sammie Katt F. Oliehoek Chris Amato 37 67 0 14 Jun 2018
Deep Variational Reinforcement Learning for POMDPs Maximilian Igl L. Zintgraf T. Le Frank Wood Shimon Whiteson BDL OffRL 66 261 0 06 Jun 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
On the Computational Complexity of Stochastic Controller Optimization in POMDPs N. Vlassis Michael L. Littman David Barber 87 84 0 15 Jul 2011