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240views
12 years 7 months ago
Bayesian multitask inverse reinforcement learning
We generalise the problem of inverse reinforcement learning to multiple tasks, from multiple demonstrations. Each one may represent one expert trying to solve a different task, or ...
Christos Dimitrakakis, Constantin A. Rothkopf
ATAL
2010
Springer
13 years 9 months ago
Learning multirobot joint action plans from simultaneous task execution demonstrations
The central problem of designing intelligent robot systems which learn by demonstrations of desired behaviour has been largely studied within the field of robotics. Numerous archi...
Murilo Fernandes Martins, Yiannis Demiris
EC
2007
120views ECommerce» more  EC 2007»
13 years 8 months ago
On Replacement Strategies in Steady State Evolutionary Algorithms
Steady-State models of Evolutionary Algorithms are widely used, yet surprisingly little attention has been paid to the effects arising from different replacement strategies. This ...
Jim Smith
DALT
2010
Springer
13 years 3 months ago
Executing Specifications of Social Reasoning Agents
Social reasoning theories, whilst studied extensively in the area of multiagent systems, are hard to implement directly in agents. They often specify properties of beliefs or behav...
Iain Wallace, Michael Rovatsos
ZUM
2000
Springer
132views Formal Methods» more  ZUM 2000»
14 years 3 days ago
A Formal Architecture for the 3APL Agent Programming Language
Abstract. The notion of agents has provided a way of imbuing traditional computing systems with an extra degree of flexibility that allows them to be more resilient and robust in t...
Mark d'Inverno, Koen V. Hindriks, Michael Luck