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ATAL
2007
Springer
16 years 17 days ago
Transfer via inter-task mappings in policy search reinforcement learning
The ambitious goal of transfer learning is to accelerate learning on a target task after training on a different, but related, source task. While many past transfer methods have f...
Matthew E. Taylor, Shimon Whiteson, Peter Stone
TSMC
1998
78views more  TSMC 1998»
15 years 6 months ago
Automata learning and intelligent tertiary searching for stochastic point location
—Consider the problem of a robot (learning mechanism or algorithm) attempting to locate a point on a line. The mechanism interacts with a random environment which essentially inf...
B. John Oommen, Govindachari Raghunath
ACMSE
2004
ACM
15 years 11 months ago
A model-driven approach for generating embedded robot navigation control software
Real-time embedded systems are time-critical systems that are hard to implement as compared to traditional commercial software, due to the large number of conflicting requirements...
Bina Shah, Rachael Dennison, Jeff Gray
ICRA
1998
IEEE
110views Robotics» more  ICRA 1998»
15 years 10 months ago
Control of a Bow Leg Hopping Robot
The bow leg hopper is a new design for a locomoting system with a resilient, flexible leg. It features a passive stance phase and natural pitch stability. It is controlled with ac...
Ben Brown, Garth Zeglin
DNA
2008
Springer
149views Bioinformatics» more  DNA 2008»
15 years 8 months ago
Connecting the Dots: Molecular Machinery for Distributed Robotics
Abstract. Nature is considered one promising area to search for inspiration in designing robotic systems. Some work in swarm robotics has tried to build systems that resemble distr...
Yuriy Brun, Dustin Reishus