161 search results - page 17 / 33 » Autonomous transfer for reinforcement learning |
106
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ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
136
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GECCO
2000
Springer
15 years 5 months ago
2000
Springer
Reinforcement learning (RL) is one of the machine learning techniques and has been received much attention as a new self-adaptive controller for various systems. The RL agent auto...
128
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AAAI
2011
14 years 1 months ago
2011
We describe a robot system that autonomously acquires skills through interaction with its environment. The robot learns to sequence the execution of a set of innate controllers to...
133
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ATAL
2008
Springer
15 years 3 months ago
2008
Springer
The problem of coalition formation when agents are uncertain about the types or capabilities of their potential partners is a critical one. In [3] a Bayesian reinforcement learnin...
107
Voted
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
We consider the task of driving a remote control car at high speeds through unstructured outdoor environments. We present an approach in which supervised learning is first used to...