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NIPS
2007
15 years 7 months ago
Bayes-Adaptive POMDPs
Bayesian Reinforcement Learning has generated substantial interest recently, as it provides an elegant solution to the exploration-exploitation trade-off in reinforcement learning...
Stéphane Ross, Brahim Chaib-draa, Joelle Pi...
IJCAI
2003
15 years 7 months ago
Deploying Information Agents on the Web
The information resources on the Web are vast, but much of the Web is based on a browsing paradigm that requires someone to actively seek information. Instead, one would like to h...
Craig A. Knoblock
COLING
2000
15 years 7 months ago
Taking Account of the User's View in 3D Multimodal Instruction Dialogue
While recent advancements in virtual reality technology have created a rich communication interface linking humans and computers, there has been little work on building dialogue s...
Yukiko I. Nakano, Kenji Imamura, Hisashi Ohara
ATAL
2010
Springer
15 years 6 months ago
A systematic agent framework for situated autonomous systems
We present a formal framework of an autonomous agent as a collection of coordinated control loops, with a recurring sense, plan, act cycle. Our framework manages the information f...
Frederic Py, Kanna Rajan, Conor McGann
JAIR
2008
145views more  JAIR 2008»
15 years 5 months ago
Communication-Based Decomposition Mechanisms for Decentralized MDPs
Multi-agent planning in stochastic environments can be framed formally as a decentralized Markov decision problem. Many real-life distributed problems that arise in manufacturing,...
Claudia V. Goldman, Shlomo Zilberstein