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» Modelling Uncertainty in Agent Programming
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216
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POPL
2002
ACM
16 years 3 months ago
Stochastic lambda calculus and monads of probability distributions
Probability distributions are useful for expressing the meanings of probabilistic languages, which support formal modeling of and reasoning about uncertainty. Probability distribu...
Norman Ramsey, Avi Pfeffer
WSC
2004
15 years 4 months ago
A Probabilistic Total System Approach to the Simulation of Complex Environmental Systems
GoldSim is a powerful and flexible Windows-based computer program for carrying out probabilistic simulations of complex systems to support management and decisionmaking in enginee...
Rick Kossik, Ian Miller
166
Voted
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 16 days ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
107
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MATES
2004
Springer
15 years 8 months ago
The Emergence of Social Order in a Robotic Society.
The article presents a general model of the emergence of social order in multi-agent-systems (MAS). The agents consist of two types of neural networks that have the task to generat...
Jürgen Klüver, Maarten Sierhuis, Christi...
ATAL
2008
Springer
15 years 4 months ago
Suspending and resuming tasks in BDI agents
Intelligent agents designed to work in complex, dynamic environments must respond robustly and flexibly to environmental and circumstantial changes. An agent must be capable of de...
John Thangarajah, James Harland, David N. Morley, ...