4345 search results - page 176 / 869 » Relational Reinforcement Learning |
171
Voted
ALT
2011
Springer
14 years 3 months ago
2011
Springer
We consider the problem of learning sparse parities in the presence of noise. For learning parities on r out of n variables, we give an algorithm that runs in time poly log 1 δ , ...
112
Voted
ML
2006
ACM
15 years 3 months ago
2006
ACM
It is well known that many hard tasks considered in machine learning and data mining can be solved in a rather simple and robust way with an instanceand distance-based approach. In...
137
Voted
IJCNLP
2005
Springer
15 years 9 months ago
2005
Springer
This paper studies the problem of mining relational data hidden in natural language text. In particular, it approaches the relation classification problem with the strategy of tra...
156
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
This paper describes our study into the concept of using rewards in a classifier system applied to the acquisition of decision-making algorithms for agents in a soccer game. Our a...
157
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...