Learning Embedded Maps of Markov Processes (2001)

by Yaakov Engel, Shie Mannor
Venue:in Proceedings of ICML 2001
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Algorithms and Representations for Reinforcement Learning

by Yaakov Engel, Douglas Adams , 2005
"... “If we knew what it was we were doing, it would not be called research, would it?” ..."
Abstract - Cited by 22 (6 self) - Add to MetaCart
“If we knew what it was we were doing, it would not be called research, would it?”

On Finding Good State Aggregation Functions

by Yaakov Engel, Shie Mannor - Poster submission, ICML workshop on Hierarchy and Memory in Reinforcement Learning , 2001
"... We describe a novel algorithm that learns to perform a Heuristic Embedding of Markov Processes (HEMP) into a low dimensional Euclidean space (Engel & Mannor, 2001) Learning is performed online by observing actual state transitions and gradually constructing a map of the Markov state space. ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
We describe a novel algorithm that learns to perform a Heuristic Embedding of Markov Processes (HEMP) into a low dimensional Euclidean space (Engel & Mannor, 2001) Learning is performed online by observing actual state transitions and gradually constructing a map of the Markov state space.

Algorithms and Representations for Reinforcement Learning

by unknown authors
"... “If we knew what it was we were doing, it would not be called research, would it?” ..."
Abstract - Add to MetaCart
“If we knew what it was we were doing, it would not be called research, would it?”