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2007
176views Robotics» more  RSS 2007»
15 years 5 months ago
Active Policy Learning for Robot Planning and Exploration under Uncertainty
Abstract— This paper proposes a simulation-based active policy learning algorithm for finite-horizon, partially-observed sequential decision processes. The algorithm is tested i...
Ruben Martinez-Cantin, Nando de Freitas, Arnaud Do...
ISRR
2005
Springer
211views Robotics» more  ISRR 2005»
15 years 9 months ago
Field D*: An Interpolation-Based Path Planner and Replanner
Abstract. We present an interpolation-based planning and replanning algorithm for generating smooth paths through non-uniform cost grids. Most grid-based path planners use discrete...
Dave Ferguson, Anthony Stentz
PPAM
2005
Springer
15 years 9 months ago
Parallel Query Processing and Edge Ranking of Graphs
Abstract. In this paper we deal with the problem of finding an optimal query execution plan in database systems. We improve the analysis of a polynomial-time approximation algorit...
Dariusz Dereniowski, Marek Kubale
DIS
2001
Springer
15 years 8 months ago
Knowledge Navigation on Visualizing Complementary Documents
Abstract. It is an up-to-date challenge to get answers for novel questions which nobody has ever considered. Such a question is too rare to be satisfied with a past single documen...
Naohiro Matsumura, Yukio Ohsawa, Mitsuru Ishizuka
AIPS
1996
15 years 5 months ago
Event-Based Decompositions for Reasoning about External Change in Planners
An increasing number of planners can handle uncertainty in the domain or in action outcomes. However, less work has addressed building plans when the planner's world can chan...
Jim Blythe