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» Behavior Planning for a Reflexive Agent
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KR
1998
Springer
13 years 11 months ago
On Measuring Plan Quality (A Preliminary Report)
By using an example from a robot navigating domain, we argue that to specify declaratively the behavior of an agent, we need to have a formal and explicit notion of \quality plans...
Fangzhen Lin
AMAI
2004
Springer
14 years 24 days ago
A Framework for Sequential Planning in Multi-Agent Settings
This paper extends the framework of partially observable Markov decision processes (POMDPs) to multi-agent settings by incorporating the notion of agent models into the state spac...
Piotr J. Gmytrasiewicz, Prashant Doshi
AIPS
2003
13 years 8 months ago
A Multi-Agent System-driven AI Planning Approach to Biological Pathway Discovery
As genomic and proteomic data is collected from highthroughput methods on a daily basis, subcellular components are identified and their in vitro behavior is characterized. Howev...
Salim Khan, William Gillis, Carl Schmidt, Keith De...
ATAL
1995
Springer
13 years 11 months ago
Experiences with an Architecture for Intelligent, Reactive Agents
This paper describes an implementation of the 3T robot architecture which has been under development for the last eight years. The architecs three levels of abstraction and descri...
R. Peter Bonasso, David Kortenkamp, David P. Mille...
AGENTS
2001
Springer
13 years 12 months ago
Using background knowledge to speed reinforcement learning in physical agents
This paper describes Icarus, an agent architecture that embeds a hierarchical reinforcement learning algorithm within a language for specifying agent behavior. An Icarus program e...
Daniel G. Shapiro, Pat Langley, Ross D. Shachter