19 search results - page 1 / 4 » Reinforcement Learning of Local Shape in the Game of Go |
91
Voted
IJCAI
2007
15 years 8 days ago
2007
We explore an application to the game of Go of a reinforcement learning approach based on a linear evaluation function and large numbers of binary features. This strategy has prov...
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
We investigate the problem of learning to predict moves in the board game of Go from game records of expert players. In particular, we obtain a probability distribution over legal...
90
Voted
ICMLA
2003
15 years 6 days ago
2003
— This paper shows that the distributed representation found in Learning Vector Quantization (LVQ) enables reinforcement learning methods to cope with a large decision search spa...
NIPS
1993
15 years 5 days ago
1993
The game of Go has a high branching factor that defeats the tree search approach used in computer chess, and long-range spatiotemporal interactions that make position evaluation e...
110
click to vote
ESANN
2008
15 years 8 days ago
2008
In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...