96 search results - page 1 / 20 » Decentralized Markov Decision Processes with Event-Driven In... |
ATAL
2004
Springer
13 years 10 months ago
2004
Springer
Decentralized MDPs provide a powerful formal framework for planning in multi-agent systems, but the complexity of the model limits its usefulness. We study in this paper a class o...
ATAL
2009
Springer
13 years 11 months ago
2009
Springer
ISSS
1999
IEEE
13 years 8 months ago
1999
IEEE
The policy optimization problem for dynamic power management has received considerable attention in the recent past. We formulate policy optimization as a constrained optimization...
AI
2011
Springer
12 years 8 months ago
2011
Springer
In this work, we explore how local interactions can simplify the process of decision-making in multiagent systems, particularly in multirobot problems. We review a recent decision-...
ATAL
2003
Springer
13 years 9 months ago
2003
Springer
There has been substantial progress with formal models for sequential decision making by individual agents using the Markov decision process (MDP). However, similar treatment of m...