Fujita K., Bai Q., Ito T., Zhang M., Ren F., Aydoğan R., Hadfi R. (Eds.) Modern Approaches to Agent-based Complex Automated Negotiation

Springer, 2017. — 256 p. — (Studies in Computational Intelligence 674). — ISBN: 978-3-319-51561-8.This book addresses several important aspects of complex automated negotiations and introduces a number of modern approaches for facilitating agents to conduct complex negotiations. It demonstrates that autonomous negotiation is one of the most important areas in the field of autonomous agents and multi-agent systems. Further, it presents complex automated negotiation scenarios that involve negotiation encounters that may have, for instance, a large number of agents, a large number of issues with strong interdependencies and/or real-time constraints.BiTrust: A Comprehensive Trust Management Model for Multi-agent Systems
Using Reference Points for Competitive Negotiations in Service Composition
A Cooperative Framework for Mediated Group Decision Making
A Dependency-Based Mediation Mechanism for Complex Negotiations
Using Graph Properties and Clustering Techniques to Select Division Mechanisms for Scalable Negotiations
Compromising Strategy Considering Interdependencies of Issues for Multi-issue Closed Nonlinear Negotiations
A Negotiation-Based Model for Policy Generation
Fixed-Price Tariff Generation Using Reinforcement Learning
The Sixth Automated Negotiating Agents Competition (ANAC 2015)
Alternating Offers Protocols for Multilateral Negotiation
Atlas3: A Negotiating Agent Based on Expecting Lower Limit of Concession Function
Pars Agent: Hybrid Time-Dependent, Random and Frequency-Based Bidding and Acceptance Strategies in Multilateral Negotiations
RandomDance: Compromising Strategy Considering Interdependencies of Issues with Randomness
Agent Buyog: A Negotiation Strategy for Tri-Party Multi Issue Negotiation
Phoenix: A Threshold Function Based Negotiation Strategy Using Gaussian Process Regression and Distance-Based Pareto Frontier Approximation
Pokerface: The Pokerface Strategy for Multiparty Negotiation
Negotiating with Unknown Opponents Toward Multi-lateral Agreement in Real-Time Domains
Jonny Black: A Mediating Approach to Multilateral Negotiations
Agent X
CUHKAgent2015: An Adaptive Negotiation Strategy in Multilateral Scenario
AgentH