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COLT
2005
Springer
13 years 11 months ago
Data Dependent Concentration Bounds for Sequential Prediction Algorithms
Abstract. We investigate the generalization behavior of sequential prediction (online) algorithms, when data are generated from a probability distribution. Using some newly develop...
Tong Zhang
AIML
2006
13 years 11 months ago
Isomorphism via translation
We observe that the known fact that the difference logic and the hybrid logic with universal modality have the same expressive power on Kripke frames can be strengthened for a far ...
Tadeusz Litak
CORR
2010
Springer
62views Education» more  CORR 2010»
13 years 10 months ago
Sequence prediction in realizable and non-realizable cases
A sequence x1, . . . , xn, . . . of discrete-valued observations is generated according to some unknown probabilistic law (measure)
Daniil Ryabko
AAAI
2007
14 years 6 days ago
Situated Conversational Agents
A Situated Conversational Agent (SCA) is an agent that engages in dialog about the context within which it is embedded. Situated dialog is characterized by its deep connection to ...
William Thompson
AAAI
2006
13 years 11 months ago
On the Difficulty of Achieving Equilibrium in Interactive POMDPs
We analyze the asymptotic behavior of agents engaged in an infinite horizon partially observable stochastic game as formalized by the interactive POMDP framework. We show that whe...
Prashant Doshi, Piotr J. Gmytrasiewicz