Efficient and Safe Exploration in Deterministic Markov Decision
Processes with Unknown Transition Models

Efficient and Safe Exploration in Deterministic Markov Decision Processes with Unknown Transition Models

1 April 2019

Jonathan Margoliash

Dorsa Sadigh

Papers citing "Efficient and Safe Exploration in Deterministic Markov Decision Processes with Unknown Transition Models"

5 / 5 papers shown

Title
Safe Policy Optimization with Local Generalized Linear Function Approximations Akifumi Wachi Yunyue Wei Yanan Sui OffRL 30 10 0 09 Nov 2021
Probabilistic Safety Constraints for Learned High Relative Degree System Dynamics M. J. Khojasteh Vikas Dhiman M. Franceschetti Nikolay Atanasov 34 73 0 20 Dec 2019
Safe Exploration for Interactive Machine Learning M. Turchetta Felix Berkenkamp Andreas Krause 22 87 0 30 Oct 2019
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 249 1,838 0 03 Feb 2017
Safe Exploration in Markov Decision Processes T. Moldovan Pieter Abbeel 78 308 0 22 May 2012