200 search results - page 9 / 40 » Point-Based Policy Iteration |
81
Voted
UAI
2004
14 years 11 months ago
2004
We present a novel POMDP planning algorithm called heuristic search value iteration (HSVI). HSVI is an anytime algorithm that returns a policy and a provable bound on its regret w...
79
Voted
IAT
2007
IEEE
15 years 3 months ago
2007
IEEE
A major challenge in the field of Multi-Agent Systems is to enable autonomous agents to allocate tasks efficiently. This paper extends previous work on an approach to the collec...
75
Voted
EOR
2008
14 years 9 months ago
2008
Intense competition in many industries impels firms to develop more products in less time. Overlapping of development activities is regarded as one of the most promising strategie...
90
Voted
ECSQARU
2001
Springer
15 years 2 months ago
2001
Springer
Abstract. Finding optimal policies for general partially observable Markov decision processes (POMDPs) is computationally difficult primarily due to the need to perform dynamic-pr...
AAAI
2006
14 years 11 months ago
2006
Despite the significant progress to extend Markov Decision Processes (MDP) to cooperative multi-agent systems, developing approaches that can deal with realistic problems remains ...