Responsible Autonomy

As intelligent systems are increasingly making decisions that directly affect society, perhaps the most important upcoming research direction in AI is to rethink the ethical implications of their actions. Means are needed to integrate moral, societal and legal values with technological developments in AI, both during the design process as well as part of the deliberation algorithms employed by these systems. In this paper, we describe leading ethics theories and propose alternative ways to ensure ethical behavior by artificial systems. Given that ethics are dependent on the socio-cultural context and are often only implicit in deliberation processes, methodologies are needed to elicit the values held by designers and stakeholders, and to make these explicit leading to better understanding and trust on artificial autonomous systems.

[1]  Giacomo Mauro DAriano The Journal of Personality and Social Psychology. , 2002 .

[2]  C. Allen,et al.  Artificial Morality: Top-down, Bottom-up, and Hybrid Approaches , 2005, Ethics and Information Technology.

[3]  Javier Vázquez-Salceda,et al.  Making norms concrete , 2010, AAMAS.

[4]  M. Carley Kathleen,et al.  Computational and mathematical organization theory , 2001 .

[5]  A. Sen,et al.  Elements of a Theory of Human Rights , 2004 .

[6]  S. Schwartz A Theory Of Cultural Value Orientations: Explication And Applications , 2006 .

[7]  Beatrice Venturini Introduction to the paper of Shalom H. Schwartz “Basic Human Values: Theory, Methods, and Applications”. , 2007 .

[8]  Guido Boella,et al.  Introduction to normative multiagent systems , 2006, Comput. Math. Organ. Theory.

[9]  Henry Prakken,et al.  A general account of argumentation with preferences , 2013, Artif. Intell..

[10]  Gerd Gigerenzer,et al.  Moral Satisficing: Rethinking Moral Behavior as Bounded Rationality , 2010, Top. Cogn. Sci..

[11]  Ibo van de Poel,et al.  Translating Values into Design Requirements , 2013 .

[12]  Gerard Casey Minds and machines , 1992 .

[13]  Jeroen van den Hoven,et al.  MOOD: Massive Open Online Deliberation Platform - A Practical Application , 2016, EDIA@ECAI.

[14]  Steven E. Shladover,et al.  PATH Investigations in Vehicle-Roadside Cooperation and Safety: A Foundation for Safety and Vehicle-Infrastructure Integration Research , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[15]  Luciano Floridi,et al.  On the Morality of Artificial Agents , 2004, Minds and Machines.

[16]  Linda Ferrell,et al.  The Responsibility and Accountability of CEOs: The Last Interview with Ken Lay , 2011 .

[17]  P. Foot The Problem of Abortion and the Doctrine of the Double Effect , 2020, The Doctrine of Double Effect.

[18]  Frank Dignum,et al.  Autonomous Norm Acceptance , 1998, ATAL.

[19]  T. Abeles Moral Machines: Teaching Robots Right from Wrong , 2010 .

[20]  Fredrik Björklund,et al.  Differences in the justification of choices in moral dilemmas: effects of gender, time pressure and dilemma seriousness. , 2003, Scandinavian journal of psychology.

[21]  Iyad Rahwan,et al.  The social dilemma of autonomous vehicles , 2015, Science.

[22]  K. Taylor Natural justice. , 1998, The Lamp.

[23]  J. Searle Making the Social World: The Structure of Human Civilization , 2010 .

[24]  Nils J. Nilsson,et al.  Artificial Intelligence , 1974, IFIP Congress.

[25]  Michael Winikoff,et al.  No Pizza for You: Value-based Plan Selection in BDI Agents , 2017, IJCAI.

[26]  L. Christophorou Science , 2018, Emerging Dynamics: Science, Energy, Society and Values.

[27]  Joanna Bryson,et al.  Just an Artifact: Why Machines Are Perceived as Moral Agents , 2011, IJCAI.

[28]  Jstor Philosophy & public affairs , 1971 .

[29]  G. Hofstede Culture′s Consequences: Comparing Values, Behaviors, Institutions and Organizations Across Nations , 2001 .

[30]  S. Shankar Sastry,et al.  Synthesis for Human-in-the-Loop Control Systems , 2014, TACAS.

[31]  Matthias Scheutz,et al.  Sacrifice One For the Good of Many? People Apply Different Moral Norms to Human and Robot Agents , 2015, 2015 10th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[32]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[33]  Howard Eisner,et al.  Information Age , 2008, Wiley Encyclopedia of Computer Science and Engineering.

[34]  Brian A. Nosek,et al.  Mapping the moral domain. , 2011, Journal of personality and social psychology.

[35]  Alan Borning,et al.  Value Sensitive Design and Information Systems , 2020, The Ethics of Information Technologies.