Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent Settings (2003)

by Ranjit Nair , Milind Tambe , Makoto Yokoo , David Pynadath , Stacy Marsella , R. Nair , M. Tambe
Venue:In IJCAI
Citations:122 - 19 self

Active Bibliography

21 Hybrid BDI-POMDP Framework for Multiagent Teaming – Ranjit Nair, Milind Tambe - 2005
4 Winning back the cup for distributed POMDPs: Planning over continuous belief spaces – Pradeep Varakantham, Ranjit Nair, Milind Tambe, Makoto Yokoo - 2006
26 Communication for improving policy computation in distributed POMDPs – Ranjit Nair, Milind Tambe - 2004
22 Optimal and approximate Q-value functions for decentralized POMDPs – Frans A. Oliehoek, Matthijs T. J. Spaan, Nikos Vlassis
6 Complexity analysis and optimal algorithms for decentralized decision making – Daniel S. Bernstein - 2005
for Finite Horizon Decentralized POMDPs – Raghav Aras, Alain Dutech, Raghav Aras, Alain Dutech, Équipe-projet Maia - 2009
12 Formal models and algorithms for decentralized control of multiple agents – Sven Seuken, Shlomo Zilberstein, S. Seuken, S. Zilberstein - 2008
22 Formal models and algorithms for decentralized decision making under uncertainty – Sven Seuken, Shlomo Zilberstein - 2008
2 First order Markov Decision Processes – Chenggang Wang, Carla Brodley, Sridhar Mahadevan, Eric Miller - 2007
42 Online planning algorithms for POMDPs – Stéphane Ross, Joelle Pineau, Sébastien Paquet, Brahim Chaib-draa - 2008
111 Perseus: Randomized point-based value iteration for POMDPs – Matthijs T. J. Spaan, Nikos Vlassis - 2005
1 POMDP Solution Methods – Darius Braziunas - 2003
45 Exploiting Structure to Efficiently Solve Large Scale Partially Observable Markov Decision Processes – Pascal Poupart - 2005
Multiagent Teamwork: Analyzing the Optimality and – Complexity Of Key, David V. Pynadath, Milind Tambe - 2002
59 Cooperative Multi-Agent Learning: The State of the Art – Liviu Panait, Sean Luke - 2005
Decentralized MDPs with sparse interactions – Francisco S. Melo , et al. - 2011
1 Learning to Act Stochastically – Luke Dickens
32 Complexity of Finite-Horizon Markov Decision Process Problems – Martin Mundhenk, Judy Goldsmith, Christopher Lusena, Eric Allender - 2000
47 Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes – Nevin L. Zhang, Weihong Zhang - 2001