494 search results - page 6 / 99 » Evaluating a Reinforcement Learning Algorithm with a General... |
166
Voted
PKDD
2010
Springer
15 years 20 days ago
2010
Springer
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
131
Voted
FLAIRS
2004
15 years 4 months ago
2004
In our prior work, we introduced a generalization of the multiple-instance learning (MIL) model in which a bag's label is not based on a single instance's proximity to a...
120
Voted
ATAL
2009
Springer
15 years 9 months ago
2009
Springer
In several agent-oriented scenarios in the real world, an autonomous agent that is situated in an unknown environment must learn through a process of trial and error to take actio...
128
Voted
WSDM
2012
ACM
13 years 10 months ago
2012
ACM
Given a database with missing or uncertain content, our goal is to correct and fill the database by extracting specific information from a large corpus such as the Web, and to d...
134
Voted
ATAL
2010
Springer
15 years 3 months ago
2010
Springer
PAC-MDP algorithms approach the exploration-exploitation problem of reinforcement learning agents in an effective way which guarantees that with high probability, the algorithm pe...