Robert Ross

Jürgen Dix

V. S. Subrahmanian

Sarit Kraus

Thomas Eiter

Piero Bonatti

Fatma Ozcan

After a discussion of the theory of software agents, this book presents IMPACT(Interactive Maryland Platform for Agents Collaborating Together), an experimental agentinfrastructure that translates formal theories of agency into a functional multiagent system thatcan extend legacy software code and application-specific or legacy data structures.

Heterogeneous Agent Systems

Ariel Rosenfeld

Human decision-making often transcends our formal models of "rationality." Designing intelligent agents that interact proficiently with people necessitates the modeling of human behavior and the prediction of their decisions. In this book, we explore the task of automatically predicting human decision-making and its use in designing intelligent human-aware automated computer systems of varying natures—from purely conflicting interaction settings (e.g., security and games) to fully cooperative interaction settings (e.g., autonomous driving and personal robotic assistants). We explore the techniques, algorithms, and empirical methodologies for meeting the challenges that arise from the above tasks and illustrate major benefits from the use of these computational solutions in real-world application domains such as security, negotiations, argumentative interactions, voting systems, autonomous driving, and games. The book presents both the traditional and classical methods as well as the most recent and cutting edge advances, providing the reader with a panorama of the challenges and solutions in predicting human decision-making.

From Prediction to Action

Predicting Human Decision-Making

Michael Wooldridge

Shaheen Fatima

Top researchers investigate the main challenges and state of the art in automated negotiation and discuss potential applications.

Principles of Automated Negotiation

Sarit Kraus

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