New Study Addresses Safety-Constrained Reinforcement Learning for Rare Failure Events
A new arXiv paper examines finite-horizon reinforcement learning with a constraint on the probability of reaching a failure set, using large deviations theory to handle rare safety events.
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Timeline · 1 report
- 2026-11-03 05:00 · arXiv stat.ML
Rare Event Constrained Reinforcement Learning with Large Deviations