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» Temporal-Difference Networks
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ECAI
2008
Springer
13 years 6 months ago
Using Decision Trees as the Answer Networks in Temporal Difference-Networks
Laura-Andreea Antanas, Kurt Driessens, Jan Ramon, ...
NIPS
2004
13 years 5 months ago
Temporal-Difference Networks
Richard S. Sutton, Brian Tanner
NIPS
1993
13 years 5 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 5 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 5 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