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AAAI
1997
13 years 8 months ago
Machine Learning for Intelligent Systems
Recent research in machine learning has focused on supervised induction for simple classi cation and reinforcement learning for simple reactive behaviors. In the process, the eld ...
Pat Langley
AAAI
1997
13 years 8 months ago
From MiniMax to Manhattan
The thinking process for playing chess by computer is significantly different from that used by humans. Although computer hardware and software have evolved considerably, computer...
T. Anthony Marsland, Yngvi Björnsson
AAAI
1997
13 years 8 months ago
Noise, Non-Determinism and Spatial Uncertainty
This paper presents a logical account of sensor data assimilation in a mobile robot, based on abduction. Unlike previous work, the present formulation handles sensor noise as well...
Murray Shanahan
AAAI
1997
13 years 8 months ago
Summarizing CSP Hardness with Continuous Probability Distributions
We present empirical evidence that the distribution of e ort required to solve CSPs randomly generated at the 50% satis able point, when using a backtracking algorithm, can be app...
Daniel Frost, Irina Rish, Lluís Vila
AAAI
1997
13 years 8 months ago
James Bond and Michael Ovitz: The Secret Life of Agents
As agents populate Cyberspace in their many guises and roles, they coordinate and interact in different ways, spanning self-interested, as well as collaborative interactions. Agen...
Katia P. Sycara