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98
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ICCBR
2010
Springer
15 years 4 months ago
Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization
In this paper we present an approach for reducing the memory footprint requirement of temporal difference methods in which the set of states is finite. We use case-based generaliza...
Matt Dilts, Héctor Muñoz-Avila
FOCS
1997
IEEE
15 years 4 months ago
On the Power of Quantum Finite State Automata
In this paper, we introduce 1-way and 2-way quantum nite state automata (1qfa's and 2qfa's), which are the quantum analogues of deterministic, nondeterministic and proba...
Attila Kondacs, John Watrous
ICRA
2009
IEEE
266views Robotics» more  ICRA 2009»
15 years 7 months ago
Behavioral control for multi-robot perimeter patrol: A Finite State Automata approach
Abstract— This paper proposes a multiple robot control algorithm to approach the problem of patrolling an open or closed line. The algorithm is fully decentralized, i.e., no comm...
Alessandro Marino, Lynne E. Parker, Gianluca Anton...
112
Voted
FSMNLP
2005
Springer
15 years 6 months ago
Klex: A Finite-State Transducer Lexicon of Korean
This paper describes the implementation and system details of Klex, a finite-state transducer lexicon for the Korean language, developed using XRCE’s Xerox Finite State Tool (XF...
Na-Rae Han
MOR
2008
87views more  MOR 2008»
15 years 16 days ago
On Near Optimality of the Set of Finite-State Controllers for Average Cost POMDP
We consider the average cost problem for partially observable Markov decision processes (POMDP) with finite state, observation, and control spaces. We prove that there exists an -...
Huizhen Yu, Dimitri P. Bertsekas