Risk-constrained reinforcement learning with percentile risk criteria

ChowYinlam, GhavamzadehMohammad, JansonLucas, PavoneMarco · Journal of Machine Learning Research · 2017

In many sequential decision-making problems one is interested in minimizing an expected cumulative cost while taking into account risk, i.e., increased awareness of events of small probability and ...

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