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Policy Iteration for Decentralized Control of Markov Decision Processes
Journal of Artificial Intelligence Research (JAIR), 2009
15 January 2014
D. Bernstein
Chris Amato
E. Hansen
S. Zilberstein
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Papers citing
"Policy Iteration for Decentralized Control of Markov Decision Processes"
24 / 24 papers shown
Scalable Solution Methods for Dec-POMDPs with Deterministic Dynamics
Yang You
Alex Schutz
Ruoyao Xiao
Bruno Lacerda
R. Skilton
Nick Hawes
149
0
0
29 Aug 2025
Shared Control with Black Box Agents using Oracle Queries
International Conference on Auditory Display (ICAD), 2024
Inbal Avraham
Reuth Mirsky
316
3
0
24 Feb 2025
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Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games
Weichao Mao
Haoran Qiu
Chen Wang
Hubertus Franke
Zbigniew T. Kalbarczyk
Tamer Basar
276
0
0
02 Feb 2024
Computing Universal Plans for Partially Observable Multi-Agent Routing Using Answer Set Programming
Fengming Zhu
Fang-Chang Lin
273
0
0
25 May 2023
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces
Conference on Learning for Dynamics & Control (L4DC), 2022
Elie Aljalbout
Maximilian Karl
Patrick van der Smagt
195
6
0
28 Nov 2022
Mean-Field Control Approach to Decentralized Stochastic Control with Finite-Dimensional Memories
Takehiro Tottori
Tetsuya J. Kobayashi
158
6
0
12 Sep 2022
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network
Rafid Ameer Mahmud
Fahim Faisal
Saaduddin Mahmud
Md.Mosaddek Khan
125
1
0
16 Oct 2021
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning
International Conference on Machine Learning (ICML), 2021
Weichao Mao
Lin F. Yang
Jianchao Tan
Tamer Bacsar
372
63
0
12 Oct 2021
Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP
Yang You
Vincent Thomas
F. Colas
Olivier Buffet
168
8
0
17 Sep 2021
Forward and Backward Bellman equations improve the efficiency of EM algorithm for DEC-POMDP
Entropy (Entropy), 2021
Takehiro Tottori
Tetsuya J. Kobayashi
212
4
0
19 Mar 2021
Knowledge-Based Strategies for Multi-Agent Teams Playing Against Nature
Artificial Intelligence (AI), 2020
D. Gurov
V. Goranko
Edvin Lundberg
LLMAG
216
11
0
29 Dec 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
Jianchao Tan
Zhuoran Yang
Tamer Basar
775
1,552
0
24 Nov 2019
Online Planning for Decentralized Stochastic Control with Partial History Sharing
American Control Conference (ACC), 2019
Jianchao Tan
Erik Miehling
Tamer Basar
316
14
0
06 Aug 2019
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies
Thomy Phan
Kyrill Schmid
Lenz Belzner
Thomas Gabor
Sebastian Feld
Claudia Linnhoff-Popien
279
5
0
25 Jan 2019
Q-CP: Learning Action Values for Cooperative Planning
IEEE International Conference on Robotics and Automation (ICRA), 2018
Francesco Riccio
Roberto Capobianco
Daniele Nardi
108
7
0
01 Mar 2018
Scalable Accelerated Decentralized Multi-Robot Policy Search in Continuous Observation Spaces
Shayegan Omidshafiei
Chris Amato
Miao Liu
Michael Everett
Jonathan P. How
J. Vian
204
4
0
16 Mar 2017
Semantic-level Decentralized Multi-Robot Decision-Making using Probabilistic Macro-Observations
Shayegan Omidshafiei
Shih‐Yuan Liu
Michael Everett
B. Lopez
Chris Amato
Miao Liu
Jonathan P. How
J. Vian
280
6
0
16 Mar 2017
Real-time Rescheduling in Distributed Railway Network: An Agent-Based Approach
Poulami Dalapati
Piyush Agarwal
Animesh Dutta
S. Bhattacharya
77
2
0
12 Jul 2016
Stick-Breaking Policy Learning in Dec-POMDPs
Miao Liu
Chris Amato
X. Liao
Lawrence Carin
Jonathan P. How
202
30
0
01 May 2015
Decentralized Control of Partially Observable Markov Decision Processes using Belief Space Macro-actions
Chris Amato
Ali-akbar Agha-mohammadi
A. Geramifard
N. K. Üre
271
98
0
20 Feb 2015
Incremental Clustering and Expansion for Faster Optimal Planning in Dec-POMDPs
Journal of Artificial Intelligence Research (JAIR), 2013
F. Oliehoek
M. Spaan
Chris Amato
Shimon Whiteson
287
45
0
04 Feb 2014
A Hybrid LP-RPG Heuristic for Modelling Numeric Resource Flows in Planning
Journal of Artificial Intelligence Research (JAIR), 2014
A. Coles
A. Coles
M. Fox
D. Long
401
57
0
04 Feb 2014
Scaling Up Decentralized MDPs Through Heuristic Search
Conference on Uncertainty in Artificial Intelligence (UAI), 2012
J. Dibangoye
Chris Amato
Arnaud Doniec
241
31
0
16 Oct 2012
Anytime Planning for Decentralized POMDPs using Expectation Maximization
Conference on Uncertainty in Artificial Intelligence (UAI), 2010
Akshat Kumar
S. Zilberstein
318
41
0
15 Mar 2012
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