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IROS
2008
IEEE
203views Robotics» more  IROS 2008»
16 years 1 months ago
Learning equivalent action choices from demonstration
Abstract— In their interactions with the world robots inevitably face equivalent action choices, situations in which multiple actions are equivalently applicable. In this paper, ...
Sonia Chernova, Manuela M. Veloso
HUC
2007
Springer
16 years 23 days ago
An Empirical Study of the Potential for Context-Aware Power Management
Context-aware power management (CAPM) uses context (e.g., user location) likely to be available in future ubiquitous computing environments, to effectively power manage a building...
Colin Harris, Vinny Cahill
ILP
2007
Springer
16 years 23 days ago
Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...
Tom Croonenborghs, Kurt Driessens, Maurice Bruynoo...
SEKE
2007
Springer
16 years 22 days ago
A Model-driven Approach to Architecting Secure Software
A software architecture provides a high-level description of a software solution in terms of the structure, topology, and interactions between its principal components. While a nu...
Ebenezer A. Oladimeji, Sam Supakkul, Lawrence Chun...
IJCNN
2006
IEEE
16 years 19 days ago
Reinforcement Learning for Parameterized Motor Primitives
Abstract— One of the major challenges in both action generation for robotics and in the understanding of human motor control is to learn the “building blocks of movement genera...
Jan Peters, Stefan Schaal