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» A Framework for Hybrid Planning
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LANMR
2004
13 years 6 months ago
New Semantics for Hybrid Probabilistic Programs
Hybrid probabilistic programs framework [5] is a variation of probabilistic annotated logic programming approach, which allows the user to explicitly encode the available knowledge...
Emad Saad
DLOG
2003
13 years 6 months ago
Rule Based Computation of Updates to Terminologies
In this paper we formalise compilation of the conjunctive bodies of a restricted class of Horn rules into updates on terminologies. This involves a pre-processing of the graphs re...
Sanjay Modgil
IJCAI
2007
13 years 6 months ago
A Hybridized Planner for Stochastic Domains
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...
Mausam, Piergiorgio Bertoli, Daniel S. Weld
TROB
2010
127views more  TROB 2010»
13 years 3 months ago
Motion Planning With Dynamics by a Synergistic Combination of Layers of Planning
—To efficiently solve challenging motion-planning problems with dynamics, this paper proposes treating motion planning not just as a search problem in a continuous space but as ...
Erion Plaku, Lydia E. Kavraki, Moshe Y. Vardi
UAI
2004
13 years 6 months ago
Solving Factored MDPs with Continuous and Discrete Variables
Although many real-world stochastic planning problems are more naturally formulated by hybrid models with both discrete and continuous variables, current state-of-the-art methods ...
Carlos Guestrin, Milos Hauskrecht, Branislav Kveto...