ENTITY UBSR-TD

UBSR-TD

PulseAugur coverage of UBSR-TD — every cluster mentioning UBSR-TD across labs, papers, and developer communities, ranked by signal.

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TOOL · CL_167608 · Jul 28 · 04:00

New algorithms enhance risk-aware reinforcement learning for MDPs

Researchers have developed new online learning algorithms for policy evaluation in Markov decision processes (MDPs) that incorporate dynamic utility-based shortfall risk (UBSR) measures. The proposed UBSR-TD algorithm a…