2934 search results - page 302 / 587 » Hypothesis Spaces for Learning |
167
click to vote
MICAI
2009
Springer
16 years 1 months ago
2009
Springer
Reinforcement Learning is a commonly used technique in robotics, however, traditional algorithms are unable to handle large amounts of data coming from the robot’s sensors, requi...
174
click to vote
ATAL
2003
Springer
15 years 12 months ago
2003
Springer
Much emphasis in multiagent reinforcement learning (MARL) research is placed on ensuring that MARL algorithms (eventually) converge to desirable equilibria. As in standard reinfor...
194
click to vote
AAAI
2010
15 years 8 months ago
2010
Many machine learning applications that involve relational databases incorporate first-order logic and probability. Markov Logic Networks (MLNs) are a prominent statistical relati...
168
click to vote
UAI
1996
15 years 8 months ago
1996
In learning belief networks, the single link lookahead search is widely adopted to reduce the search space. We show that there exists a class of probabilistic domain models which ...
182
click to vote
ATAL
2010
Springer
15 years 7 months ago
2010
Springer
The central problem of designing intelligent robot systems which learn by demonstrations of desired behaviour has been largely studied within the field of robotics. Numerous archi...