Safe Learning Agents

Contents

• Lyapunov Design for Safe Reinforcement Learning Control

  Theodore J. Perkins and Andrew G. Barto

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• Safe Adaptation in an Automotive Vehicle: The Driver Advocate

  Bradford W. Miller, Noel Massey, and Robert M. Gardner

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• Automatic Safe Learning of UML Agents

  Johann Schumann

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• User-Agent Value Alignment

  Daniel Shapiro and Ross Shachter

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• What Monkeys See and Don’t Do: Agent Models of Safe Learning in Primates

  Joanna J. Bryson and Marc D. Hauser

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• Adjustable Autonomy for the Real World

  Milind Tambe, Paul Scerri, and David Pynadath

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• Safe Learning Agents? Logic-Based Agents!

  Eduardo Alonso

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• Are Inductive Learning Algorithms Safe in a Continuous Learning Environment?

  Mike Barley, Michael Goebel, Hans Guesgen, and Pat Riddle

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• Social Pathologies of Adaptive Agents

  David Jensen and Victor Lesser

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• Safe Learning in Mission-Critical Domains: Time is of the Essence

  David J. Musliner

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