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ICALP
2010
Springer
13 years 7 months ago
From Secrecy to Soundness: Efficient Verification via Secure Computation
d Abstract) Benny Applebaum1 , Yuval Ishai2 , and Eyal Kushilevitz3 1 Computer Science Department, Weizmann Institute of Science 2 Computer Science Department, Technion and UCLA 3 ...
Benny Applebaum, Yuval Ishai, Eyal Kushilevitz
ICML
2007
IEEE
14 years 6 months ago
Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation
Reinforcement learning algorithms can become unstable when combined with linear function approximation. Algorithms that minimize the mean-square Bellman error are guaranteed to co...
Chee Wee Phua, Robert Fitch
PAAMS
2010
Springer
13 years 3 months ago
Improving Functionalities in a Multi-agent Architecture for Ocean Monitoring
This paper presents an improved version of a multiagent architecture aimed at providing solutions for monitoring the interaction between the atmosphere and the ocean. The ocean sur...
Fernando de la Prieta, Óscar Gil, Carolina ...
COLT
2008
Springer
13 years 7 months ago
Improved Guarantees for Learning via Similarity Functions
Maria-Florina Balcan, Avrim Blum, Nathan Srebro
CDC
2009
IEEE
138views Control Systems» more  CDC 2009»
13 years 3 months ago
Beyond local optimality: An improved approach to hybrid model learning
Abstract-- Local convergence is a limitation of many optimization approaches for multimodal functions. For hybrid model learning, this can mean a compromise in accuracy. We develop...
Stephanie Gil, Brian Williams