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NIPS
2000
15 years 4 months ago
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
Brian Sallans, Geoffrey E. Hinton
97
Voted
WSC
2000
15 years 4 months ago
Using simulation for the economic evaluation of liver transplantation
This paper demonstrates the use of simulation in an evaluative study for the technology of liver transplantation from cost-effectiveness point of view. This study is conducted in ...
Lynne P. Baldwin, Tillal Eldabi, Ray J. Paul, Andr...
150
Voted
AAAI
1996
15 years 4 months ago
A Complexity Analysis of Space-Bounded Learning Algorithms for the Constraint Satisfaction Problem
Learning during backtrack search is a space-intensive process that records information (such as additional constraints) in order to avoid redundant work. In this paper, we analyze...
Roberto J. Bayardo Jr., Daniel P. Miranker
110
Voted
AIPS
1996
15 years 4 months ago
A Procedural Knowledge Approach to Task-Level Control
Effective task-level control is critical for robots that are to engage in purposeful activity in realworld environments. This paper describes PRSLite, a task-level controller grou...
Karen L. Myers
NAACL
1994
15 years 4 months ago
Language Identification via Large Vocabulary Speaker Independent Continuous Speech Recognition
The goal of this study is to evaluate the potential for using large vocabulary continuous speech recognition as an engine for automatically classifying utterances according to the...
Steve Lowe, Anne Demedts, Larry Gillick, Mark Mand...