Adaptive Representations for Reinforcement Learning
Shimon Whiteson
Gebundenes Buch

Adaptive Representations for Reinforcement Learning

Versandkostenfrei!
Versandfertig in 1-2 Wochen
77,99 €
inkl. MwSt.
Weitere Ausgaben:
PAYBACK Punkte
39 °P sammeln!
This book presents new algorithms for reinforcement learning, a form of machine learning in which an autonomous agent seeks a control policy for a sequential decision task. Since current methods typically rely on manually designed solution representations, agents that automatically adapt their own representations have the potential to dramatically improve performance. This book introduces two novel approaches for automatically discovering high-performing representations.The first approach synthesizes temporal difference methods, the traditional approach to reinforcement learning, with evolutio...