179 search results - page 7 / 36 » Using Classical Planners to Solve Nondeterministic Planning ... |
108
Voted
IJCAI
2001
15 years 3 months ago
2001
Recent research has addressed the problem of planning in non-deterministic domains. Classical planning has also been extended to the case of goals that can express temporal proper...
108
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IAT
2006
IEEE
15 years 8 months ago
2006
IEEE
Multi-agent planning is a fundamental problem in multiagent systems that has acquired a variety of meanings in the relative literature. In this paper we focus on a setting where m...
116
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IJCAI
2007
15 years 3 months ago
2007
Markov Decision Processes are a powerful framework for planning under uncertainty, but current algorithms have difficulties scaling to large problems. We present a novel probabil...
124
Voted
AIPS
2010
15 years 4 months ago
2010
Compared to optimal planners, satisficing planners can solve much harder problems but may produce overly costly and long plans. Plan quality for satisficing planners has become in...
101
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IJCAI
2007
15 years 3 months ago
2007
As any other problem solving task that employs search, AI Planning needs heuristics to efficiently guide the problem-space exploration. Machine learning (ML) provides several tec...