Safety-constrained reinforcement learning with a distributional safety critic

DOI10.1007/s10994-022-06187-8OpenAlexW4283396661MaRDI QIDQ6106435

Thiago D. Simão, Matthijs T. J. Spaan, Simon H. Tindemans, Qisong Yang

Publication date: 27 June 2023

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-022-06187-8

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• The distance between two random vectors wigh given dispersion matrices
• Challenges of real-world reinforcement learning: definitions, benchmarks and analysis
• An actor-critic algorithm for constrained Markov decision processes
• Risk-Constrained Reinforcement Learning with Percentile Risk Criteria
• The variance of discounted Markov decision processes
• Robust Estimation of a Location Parameter
• On Information and Sufficiency
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