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ESANN
2008
13 years 9 months ago
Safe exploration for reinforcement learning
In this paper we define and address the problem of safe exploration in the context of reinforcement learning. Our notion of safety is concerned with states or transitions that can ...
Alexander Hans, Daniel Schneegaß, Anton Maxi...
GRAPHICSINTERFACE
2007
13 years 9 months ago
Design as traversal and consequences: an exploration tool for experimental designs
We present a design space explorer for the space of experimental designs. For many design problems, design decisions are determined by the consequences of the design rather than i...
Christopher G. Jennings, Arthur E. Kirkpatrick
DLOG
2004
13 years 9 months ago
OntoXpl: Exploration of OWL Ontologies
This paper describes the OWL ontology explorer OntoXpl. It is available as a web server based on the tomcat architecture. Standard HTML browsers can be used to interact with OntoX...
Volker Haarslev, Ying Lu 0003, Nematollaah Shiri
IJCAI
1997
13 years 9 months ago
Exploration and Adaptation in Multiagent Systems: A Model-based Approach
Agents that operate in a multi-agent system can benefit significantly from adapting to other agents while interacting with them. This work presents a general architecture for a ...
David Carmel, Shaul Markovitch
IJRR
2008
151views more  IJRR 2008»
13 years 7 months ago
Trajectory Optimization using Reinforcement Learning for Map Exploration
Automatically building maps from sensor data is a necessary and fundamental skill for mobile robots; as a result, considerable research attention has focused on the technical chall...
Thomas Kollar, Nicholas Roy