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ECML
2005
Springer
13 years 10 months ago
Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another
We present a method for transferring knowledge learned in one task to a related task. Our problem solvers employ reinforcement learning to acquire a model for one task. We then tra...
Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richa...
ROBOCUP
2004
Springer
107views Robotics» more  ROBOCUP 2004»
13 years 10 months ago
Towards Illumination Invariance in the Legged League
Abstract. To date, RoboCup games have all been played under constant, bright lighting conditions. However, in order to meet the overall goal of RoboCup, robots will need to be able...
Mohan Sridharan, Peter Stone
GRAPHITE
2003
ACM
13 years 10 months ago
A 3D robot simulation for education
This paper describes the work-in-progress of creating an artificial 3D environment and robot, suitable for educational simulation. A visual 3D vehicle robot, equipped with a monoc...
Tim L. Dunn, Aster Wardhani
ATAL
2000
Springer
13 years 9 months ago
Layered Disclosure: Revealing Agents' Internals
A perennial challenge in creating and using complex autonomous agents is following their choices of actions as the world changes dynamically and understanding why they act as they ...
Patrick Riley, Peter Stone, Manuela M. Veloso
IROS
2007
IEEE
198views Robotics» more  IROS 2007»
13 years 11 months ago
Cooperation of heterogeneous, autonomous robots: A case study of humanoid and wheeled robots
Abstract— In this paper we present a case study of cooperation of a strongly heterogeneous robot team, composed of a highly articulated humanoid robot and a wheeled robot with la...
Jutta Kiener, Oskar von Stryk