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Optimal and Approximate Q-value Functions for Decentralized POMDPs

Optimal and Approximate Q-value Functions for Decentralized POMDPs

F. Oliehoek
M. Spaan
N. Vlassis
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Papers citing "Optimal and Approximate Q-value Functions for Decentralized POMDPs"

15 / 15 papers shown
Title
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach
Johan Peralez
Aurélien Delage
Jacopo Castellini
Rafael F. Cunha
J. Dibangoye
65
0
0
23 Aug 2024
Variational Offline Multi-agent Skill Discovery
Variational Offline Multi-agent Skill Discovery
Jiayu Chen
Bhargav Ganguly
Tian-Shing Lan
OffRL
88
3
0
26 May 2024
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
Zichuan Liu
Zichuan Liu
Zhi Wang
Yuanyang Zhu
Chunlin Chen
135
6
0
15 Sep 2022
Learning to Cooperate via Policy Search
Learning to Cooperate via Policy Search
L. Peshkin
Kee-Eung Kim
Nicolas Meuleau
L. Kaelbling
OffRL
41
306
0
07 Aug 2014
The Complexity of Decentralized Control of Markov Decision Processes
The Complexity of Decentralized Control of Markov Decision Processes
D. Bernstein
S. Zilberstein
N. Immerman
51
1,588
0
16 Jan 2013
MAA*: A Heuristic Search Algorithm for Solving Decentralized POMDPs
MAA*: A Heuristic Search Algorithm for Solving Decentralized POMDPs
Daniel Szer
François Charpillet
S. Zilberstein
44
218
0
04 Jul 2012
Improved Memory-Bounded Dynamic Programming for Decentralized POMDPs
Improved Memory-Bounded Dynamic Programming for Decentralized POMDPs
Sven Seuken
S. Zilberstein
72
139
0
20 Jun 2012
Optimizing Memory-Bounded Controllers for Decentralized POMDPs
Optimizing Memory-Bounded Controllers for Decentralized POMDPs
Chris Amato
D. Bernstein
S. Zilberstein
56
68
0
20 Jun 2012
Perseus: Randomized Point-based Value Iteration for POMDPs
Perseus: Randomized Point-based Value Iteration for POMDPs
M. Spaan
N. Vlassis
81
766
0
09 Sep 2011
A Framework for Sequential Planning in Multi-Agent Settings
A Framework for Sequential Planning in Multi-Agent Settings
P. Gmytrasiewicz
Prashant Doshi
67
480
0
09 Sep 2011
Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis
Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis
C. V. Goldman
S. Zilberstein
42
284
0
30 Jun 2011
Efficient Solution Algorithms for Factored MDPs
Efficient Solution Algorithms for Factored MDPs
Carlos Guestrin
D. Koller
Ronald E. Parr
Shobha Venkataraman
79
537
0
09 Jun 2011
Value-Function Approximations for Partially Observable Markov Decision Processes
Value-Function Approximations for Partially Observable Markov Decision Processes
M. Hauskrecht
66
226
0
01 Jun 2011
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
Craig Boutilier
T. Dean
S. Hanks
83
1,311
0
27 May 2011
Mixed Integer Linear Programming For Exact Finite-Horizon Planning In Decentralized Pomdps
Mixed Integer Linear Programming For Exact Finite-Horizon Planning In Decentralized Pomdps
R. Aras
A. Dutech
François Charpillet
145
45
0
17 Jul 2007