Learning Compact Models for Planning with Exogenous Processes

Learning Compact Models for Planning with Exogenous Processes

30 September 2019

Tomás Lozano-Pérez

Papers citing "Learning Compact Models for Planning with Exogenous Processes"

6 / 6 papers shown

Title
Hindsight Learning for MDPs with Exogenous Inputs Sean R. Sinclair Felipe Vieira Frujeri Ching-An Cheng Luke Marshall Hugo Barbalho Jingling Li Jennifer Neville Ishai Menache Adith Swaminathan 18 22 0 13 Jul 2022
Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems Miguel Suau Jinke He M. Spaan F. Oliehoek 20 4 0 03 Feb 2022
Online Planning in POMDPs with Self-Improving Simulators Jinke He Miguel Suau Hendrik Baier Michael Kaisers F. Oliehoek 11 1 0 27 Jan 2022
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning Vincent Liu James Wright Martha White OffRL 28 1 0 15 Nov 2021
Loss Bounds for Approximate Influence-Based Abstraction E. Congeduti A. Mey F. Oliehoek 11 9 0 03 Nov 2020
A Sufficient Statistic for Influence in Structured Multiagent Environments F. Oliehoek Stefan J. Witwicki L. Kaelbling 12 23 0 22 Jul 2019