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IJCAI
2001
14 years 11 months ago
Perceptual Anchoring of Symbols for Action
Anchoring is the process of creating and maintaining the correspondence between symbols and percepts that refer to the same physical objects. Although this process must necessaril...
Silvia Coradeschi, Alessandro Saffiotti
IJCAI
2001
14 years 11 months ago
Causality and Minimal Change Demystified
The Principle of Minimal Change is prevalent in various guises throughout the development of areas such as reasoning about action, belief change and nonmonotonic reasoning. Recent...
Maurice Pagnucco, Pavlos Peppas
IJCAI
2001
14 years 11 months ago
Learning Iterative Image Reconstruction
Successful image reconstruction requires the recognition of a scene and the generation of a clean image of that scene. We propose to use recurrent neural networks for both analysi...
Sven Behnke
IJCAI
2001
14 years 11 months ago
Rational and Convergent Learning in Stochastic Games
This paper investigates the problem of policy learning in multiagent environments using the stochastic game framework, which we briefly overview. We introduce two properties as de...
Michael H. Bowling, Manuela M. Veloso
IJCAI
2001
14 years 11 months ago
Planning as Model Checking for Extended Goals in Non-deterministic Domains
Recent research has addressed the problem of planning in non-deterministic domains. Classical planning has also been extended to the case of goals that can express temporal proper...
Marco Pistore, Paolo Traverso