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» Probabilistic Agent Programs
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ATAL
2006
Springer
15 years 1 months ago
Probabilistic policy reuse in a reinforcement learning agent
We contribute Policy Reuse as a technique to improve a reinforcement learning agent with guidance from past learned similar policies. Our method relies on using the past policies ...
Fernando Fernández, Manuela M. Veloso
65
Voted
PROMAS
2005
Springer
15 years 2 months ago
Agent-Based Computing and Programming of Agent Systems
The concepts of autonomous agent and multi-agent system appropriate levels of abstraction for the design, implementation and simulation of many complex, distributed computational s...
Michael Luck, Peter McBurney, Jorge Gonzalez-Palac...
ISRR
2001
Springer
109views Robotics» more  ISRR 2001»
15 years 1 months ago
Probabilistic Adaptive Agent Based System for Dynamic State Estimation using Multiple Visual Cues
Most of current machine vision systems suffer from a lack of flexibility to account for the high variability of unstructured environments. Here, as the state of the world evolves ...
Alvaro Soto, Pradeep K. Khosla
ISMIS
1994
Springer
15 years 1 months ago
Distributed Multi-Agent Probabilistic Reasoning With Bayesian Networks
Main stream approaches in distributed artificial intelligence (DAI) are essentially logic-based. Little has been reported to explore probabilistic approach in DAI. On the other han...
Yang Xiang
75
Voted
PROMAS
2005
Springer
15 years 2 months ago
Declarative Agent Programming Support for a FIPA-Compliant Agent Platform
Multi-agent system(MAS) is a blooming research area, which exhibits a new paradigm for the design, modelling and implementation of complex systems. A significant amount of effort...
Mengqiu Wang, Mariusz Nowostawski, Martin K. Purvi...