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» Semiotics and Intelligent Control
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AGI
2011
13 years 7 days ago
Reinforcement Learning and the Bayesian Control Rule
We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intra...
Pedro Alejandro Ortega, Daniel Alexander Braun, Si...
AAAI
2011
12 years 8 months ago
Termination and Correctness Analysis of Cyclic Control
The utility of including cyclic flow of control in plans has been long recognized by the planning community. Loops in a plan increase both its applicability and the compactness o...
Siddharth Srivastava, Neil Immerman, Shlomo Zilber...
AAAI
2011
12 years 8 months ago
Controlling Selection Bias in Causal Inference
Selection bias, caused by preferential exclusion of samples from the data, is a major obstacle to valid causal and statistical inferences; it cannot be removed by randomized exper...
Elias Bareinboim, Judea Pearl
UM
2001
Springer
14 years 1 months ago
Enhancing Embodied Intelligent Agents with Affective User Modelling
The objective of this research is the exploration how affective knowledge used in global controlling mechanisms for public information systems with lifelike presentation agents wil...
Patrick Gebhard
LCN
1999
IEEE
14 years 27 days ago
An Intelligent Hub Protocol for Local Area Lightwave Networks
This paper presents a protocol for packet switched optical LANs using a star topology. The key element in this network is the use of an intelligent hub, which controls the traffic...
Dale Callahan, Gary J. Grimes