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» Continuous Capacities on Continuous State Spaces
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HYBRID
2004
Springer
14 years 1 months ago
Incremental Search Methods for Reachability Analysis of Continuous and Hybrid Systems
Abstract. In this paper we present algorithms and tools for fast and efficient reachability analysis, applicable to continuous and hybrid systems. Most of the work on reachability ...
Amit Bhatia, Emilio Frazzoli
APN
2003
Springer
14 years 1 months ago
On Reachability in Autonomous Continuous Petri Net Systems
Fluidification is a common relaxation technique used to deal in a more friendly way with large discrete event dynamic systems. In Petri nets, fluidification leads to continuous ...
Jorge Júlvez, Laura Recalde, Manuel Silva
AAAI
2006
13 years 10 months ago
Using Homomorphisms to Transfer Options across Continuous Reinforcement Learning Domains
We examine the problem of Transfer in Reinforcement Learning and present a method to utilize knowledge acquired in one Markov Decision Process (MDP) to bootstrap learning in a mor...
Vishal Soni, Satinder P. Singh
IROS
2009
IEEE
206views Robotics» more  IROS 2009»
14 years 3 months ago
Bayesian reinforcement learning in continuous POMDPs with gaussian processes
— Partially Observable Markov Decision Processes (POMDPs) provide a rich mathematical model to handle realworld sequential decision processes but require a known model to be solv...
Patrick Dallaire, Camille Besse, Stéphane R...
HYBRID
2003
Springer
14 years 1 months ago
On Systematic Simulation of Open Continuous Systems
Abstract. In this paper we investigate a new technique to determine whether an open continuous system behaves correctly for all admissible input signals. This technique is based on...
James Kapinski, Bruce H. Krogh, Oded Maler, Olaf S...