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» Explicitly Modelling Model Debugging Environments
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96
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ICCAD
1998
IEEE
83views Hardware» more  ICCAD 1998»
15 years 4 months ago
Lazy transition systems: application to timing optimization of asynchronous circuits
This paper introduces Lazy Transitions Systems (LzTSs). The notion of laziness explicitly distinguishes between the enabling and the firing of an event in a transition system. LzT...
Jordi Cortadella, Michael Kishinevsky, Alex Kondra...
91
Voted
NIPS
1997
15 years 1 months ago
Generalized Prioritized Sweeping
Prioritized sweeping is a model-based reinforcement learning method that attempts to focus an agent’s limited computational resources to achieve a good estimate of the value of ...
David Andre, Nir Friedman, Ronald Parr
96
Voted
ICRA
2007
IEEE
165views Robotics» more  ICRA 2007»
15 years 6 months ago
Probabilistic Appearance Based Navigation and Loop Closing
— This paper describes a probabilistic framework for navigation using only appearance data. By learning a generative model of appearance, we can compute not only the similarity o...
Mark Cummins, Paul M. Newman
103
Voted
ICANN
2009
Springer
15 years 4 months ago
Efficient Uncertainty Propagation for Reinforcement Learning with Limited Data
In a typical reinforcement learning (RL) setting details of the environment are not given explicitly but have to be estimated from observations. Most RL approaches only optimize th...
Alexander Hans, Steffen Udluft
138
Voted
ATAL
2008
Springer
15 years 2 months ago
Decentralised Structural Adaptation in Agent Organisations
Abstract. Autonomic computing is being advocated as a tool for maintaining and managing large, complex computing systems. Self-organising multi-agent systems provide a suitable par...
Ramachandra Kota, Nicholas Gibbins, Nicholas R. Je...