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» Abstract Policy Evaluation for Reactive Agents
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SARA
2005
Springer
14 years 4 months ago
Abstract Policy Evaluation for Reactive Agents
Krysia Broda, Christopher J. Hogger
CJ
2010
134views more  CJ 2010»
13 years 8 months ago
Designing Effective Policies for Minimal Agents
A policy for a minimal reactive agent is a set of condition-action rules used to determine its response to perceived environmental stimuli. When the policy pre-disposes the agent t...
Krysia Broda, Christopher J. Hogger
AGENTS
2001
Springer
14 years 3 months ago
Learning structured reactive navigation plans from executing MDP navigation policies
Autonomous robots, such as robot office couriers, need navigation routines that support flexible task execution and effective action planning. This paper describes XFRMLEARN, a s...
Michael Beetz, Thorsten Belker
EWCBR
2006
Springer
14 years 2 months ago
Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners
Abstract. In both research fields, Case-Based Reasoning and Reinforcement Learning, the system under consideration gains its expertise from experience. Utilizing this fundamental c...
Thomas Gabel, Martin Riedmiller
FAABS
2004
Springer
14 years 4 months ago
Towards Timed Automata and Multi-agent Systems
Abstract. The design of reactive systems must comply with logical correctness (the system does what it is supposed to do) and timeliness (the system has to satisfy a set of tempora...
Guillaume Hutzler, Hanna Klaudel, D. Yue Wang