ENTITY
Jiamin Xu
Jiamin Xu
PulseAugur coverage of Jiamin Xu — every cluster mentioning Jiamin Xu across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New RL method MOSE uses controlled redundancy for state construction
Researchers have developed a novel procedure for constructing provably minimal Markovian states from longitudinal causal graphs in reinforcement learning. This method, when applied to deep reinforcement learning, found …
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New RL method uses K-step lookahead for faster learning
Researchers have developed a novel approach to reinforcement learning in non-episodic, finite-horizon Markov decision processes (MDPs). The method introduces a modified Q-function that limits planning to a K-step lookah…