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» Temporal-Difference Networks
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ECAI
2008
Springer
13 years 11 months ago
Using Decision Trees as the Answer Networks in Temporal Difference-Networks
Laura-Andreea Antanas, Kurt Driessens, Jan Ramon, ...
NIPS
2004
13 years 10 months ago
Temporal-Difference Networks
Richard S. Sutton, Brian Tanner
NIPS
1993
13 years 10 months ago
Temporal Difference Learning of Position Evaluation in the Game of Go
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...
Nicol N. Schraudolph, Peter Dayan, Terrence J. Sej...
NIPS
2008
13 years 10 months ago
On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor
In this theoretical contribution we provide mathematical proof that two of the most important classes of network learning - correlation-based differential Hebbian learning and rew...
Christoph Kolodziejski, Bernd Porr, Minija Tamosiu...
NIPS
2008
13 years 10 months ago
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation
Actor-critic algorithms for reinforcement learning are achieving renewed popularity due to their good convergence properties in situations where other approaches often fail (e.g.,...
Dotan Di Castro, Dmitry Volkinshtein, Ron Meir