by Payoff Propagation Jelle R. Kok Nikos Vlassis...  Home/Search
Context
Related
| jmlr.org/papers/volume7/ko...kok06a.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: mit.edu/papers/v7/ (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: In this article we describe a set of scalable techniques for learning the behavior of a group of agents in a collaborative multiagent setting. As a basis we use the framework of coordination graphs of Guestrin, Koller, and Parr (2002a) which exploits the dependencies between agents to decompose the global payoff function into a sum of local terms. First, we deal with the single-state case and describe a payoff propagation algorithm that computes the individual actions that approximately... (Update)
Active bibliography (related documents): More All
0.6: Conflicts in teamwork: Hybrids to the rescue - Tambe, Bowring, Jung, Kaminka, .. (2005) (Correct)
0.6: Anytime Algorithms for Multiagent Decision Making Using.. - Vlassis, Elhorst, Kok (2004) (Correct)
0.6: Solution Sets in DCOPs and Graphical Games: Metrics and.. - Pearce, Maheswaran, Tambe (Correct)
Similar documents based on text:
0.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ jelle-journal,
author = "Payoff Propagation Jelle",
title = "Journal of Machine Learning Research 7 (2006) 1789--1828 Submitted 12/05;
Published 9/06 Collaborative Multiagent Reinforcement Learning",
url = "citeseer.ist.psu.edu/758246.html" }
Citations (may not include all citations):760 Probabilistic reasoning in intelligent systems (context) - Pearl - 1988
614 Reinforcement learning: An introduction - Sutton, Barto - 1998
413 Neuro-dynamic programming (context) - Bertsekas, Tsitsiklis - 1996
291 Markov decision processes: Discrete stochastic dynamic progr.. (context) - Puterman - 1994
153 RoboCup: The robot world cup initiative - Kitano, Asada et al. - 1995
149 Technical note: Q-learning (context) - Watkins, Dayan - 1992
142 Factor graphs and the sum-product algorithm - Kschischang, Frey et al. - 2001
135 Multi-agent reinforcement learning: Independent vs - Tan - 1993
124 Improving elevator performance using reinforcement learning - Crites, Barto - 1996
110 Temporal difference learning and TD-Gammon (context) - Tesauro - 1995
104 Multiagent systems: A modern approach to distributed artific.. (context) - Weiss - 1999
95 Collaborative multi-robot exploration - Burgard, Moors et al. - 2000
83 Learning to coordinate without sharing information - Sen, Sekaran et al. - 1994
79 Stochastic games (context) - Shapley - 1953
77 Nonserial dynamic programming (context) - Bertel, Brioschi - 1972
74 Loopy belief propagation for approximate inference: An empir.. - Murphy, Weiss et al. - 1999
56 Exploiting causal independence in Bayesian network inference - Zhang, Poole - 1996
52 Packet routing in dynamically changing networks: A reinforce.. - Boyan, Littman - 1994
48 Learning to cooperate via policy search - Peshkin, Kim et al. - 2000
47 The communicative multiagent team decision problem: Analyzin.. - Pynadath, Tambe - 2002
46 Understanding belief propagation and its generalizations (context) - Yedidia, Freeman et al. - 2003
45 A scheme for approximating probabilistic inference - Dechter, Rish - 1997
45 The complexity of decentralized control of Markov decision p.. - Bernstein, Zilberstein et al. - 2000
44 Multiagent systems - Sycara - 1998
33 learning and coordination in multiagent decision processes (context) - Boutilier - 1996
28 Constraint Processing (context) - Dechter - 2003
18 Distributed value functions - Schneider, Wong et al. - 1999
15 Transition-independent decentralized Markov decision process.. - Becker, Zilberstein et al. - 2003
14 Scaling up agent coordination strategies (context) - Durfee - 2001
13 Distributed algorithms for multi-robot observation of multip.. - Parker - 2002
11 Loopy belief propagation as a basis for communication in sen.. (context) - Crick, Pfeffer - 2003
8 ADOPT: Asynchronous distributed constraint optimization with.. - Modi, Shen et al. - 2005
7 A concise introduction to multiagent systems and distributed.. (context) - Vlassis - 2003
6 Tree consistency and bounds on the performance of the max-pr.. - Wainwright, Jaakkola et al. - 2004
5 Distributed sensor nets: A multiagent perspective (context) - Lesser, Ortiz et al. - 2003
4 Autonomous helicopter flight via reinforcement learning (context) - Ng, Kim et al. - 2004
3 Sparse cooperative Q-learning - Kok, Vlassis - 2005
3 Preprocessing techniques for accelerating the DCOP algorithm.. (context) - Ali, Koenig et al. - 2005
2 IEEE Signal Processing Magazine (context) - Loeliger, to - 2004
2 Anytime algorithms for multiagent decision making using coor.. - Vlassis, Elhorst et al. - 2004
2 Distributed constraint optimization as a formal model of par.. - Yokoo, Durfee - 1991
2 Decentralized control of cooperative systems: Categorization.. (context) - Goldman, Zilberstein - 2004
1 Distributed optimization in adaptive networks - Moallemi, Van Roy - 2004
1 Non-communicative multi-robot coordination in dynamic enviro.. (context) - Kok, Spaan et al. - 2005
1 Editorial: Advances in multi-robot systems - Arai, Pagello et al. - 2002
1 Coordination and Learning in Cooperative Multiagent Systems (context) - Kok - 2006
1 Reinforcement learning for RoboCup-soccer keepaway (context) - Stone, Sutton et al. - 2005
1 Cooperative information sharing to improve distributed learn.. - Dutta, Jennings et al. - 2005
Documents on the same site (http://jmlr.csail.mit.edu/papers/v7/): More
Estimating the "Wrong" Graphical Model: Benefits in the.. - Wainwright (2006) (Correct)
A Hierarchy of Support Vector Machines for Pattern Detection - Sahbi, Geman (2006) (Correct)
Efficient Learning of Label Ranking by Soft Projections.. - Shalev-Shwartz, Singer (2006) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC