Safe Exploration in Markov Decision Processes

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Safe Exploration in Markov Decision Processes

22 May 2012

Pieter Abbeel

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Papers citing "Safe Exploration in Markov Decision Processes"

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Title
RFPPO: Motion Dynamic RRT based Fluid Field - PPO for Dynamic TF/TA Routing Planning Rongkun Xue Jing Yang Yuyang Jiang Yiming Feng Zi Yang 88 0 0 31 Dec 2024
Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning Claire Chen Shuze Liu Shangtong Zhang OffRL 365 1 0 08 Oct 2024
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes Markus Lange-Hegermann Christoph Zimmer AI4TS 96 0 0 17 May 2024
ShieldNN: A Provably Safe NN Filter for Unsafe NN Controllers James Ferlez Mahmoud M. Elnaggar Yasser Shoukry C. Fleming AAML 95 33 0 16 Jun 2020
Agent-Agnostic Human-in-the-Loop Reinforcement Learning David Abel J. Salvatier Andreas Stuhlmuller Owain Evans 80 62 0 15 Jan 2017
Risk-sensitive Reinforcement Learning Yun Shen Michael J. Tobia T. Sommer Klaus Obermayer 96 320 0 08 Nov 2013
Mean-Variance Optimization in Markov Decision Processes Shie Mannor J. Tsitsiklis 101 126 0 29 Apr 2011