Reinforcement Learning for POMDP: Partitioned Rollout and Policy Iteration with Application to Autonomous Sequential Repair Problems

11 February 2020

Papers citing "Reinforcement Learning for POMDP: Partitioned Rollout and Policy Iteration with Application to Autonomous Sequential Repair Problems"

7 / 7 papers shown

Title
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 86 270 0 09 Jan 2025
Shielding in Resource-Constrained Goal POMDPs Michal Ajdarów Simon Brlej Petr Novotný 15 4 0 28 Nov 2022
Multiagent Reinforcement Learning for Autonomous Routing and Pickup Problem with Adaptation to Variable Demand Daniel Garces Sushmita Bhattacharya Stephanie Gil Dimitri Bertsekas 24 10 0 28 Nov 2022
Dynamic programming with incomplete information to overcome navigational uncertainty in a nautical environment Chris Beeler Xinkai Li C. Bellinger Mark Crowley M. Fraser Isaac Tamblyn 32 1 0 29 Dec 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 17 24 0 09 Nov 2020
Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning Michael Everett Yu Fan Chen Jonathan P. How 146 509 0 04 May 2018
Rollout Sampling Approximate Policy Iteration Christos Dimitrakakis M. Lagoudakis OffRL 69 74 0 14 May 2008