Principles of Automated Negotiation PDF Download
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Author: Shaheed Fatima
Publisher:
ISBN: 9781316053478
Category : Negotiation
Languages : en
Pages :
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Book Description
"With an increasing number of applications in the context of multiagent systems, automated negotiation is a rapidly growing area. Written by top researchers in the field, this state-of-the-art treatment of the subject explores key issues involved in the design of negotiating agents, covering strategic, heuristic, and axiomatic approaches. The authors discuss the potential benefits of automated negotiation as well as the unique challenges it poses for computer scientists and for researchers in artificial intelligence. They also consider possible applications and give readers a feel for the types of domains where automated negotiation is already being deployed. This book is ideal for graduate students and researchers in computer science who are interested in multiagent systems. It will also appeal to negotiation researchers from disciplines such as management and business studies, psychology and economics"--
Author: Shaheed Fatima
Publisher:
ISBN: 9781316053478
Category : Negotiation
Languages : en
Pages :
Get Book Here
Book Description
"With an increasing number of applications in the context of multiagent systems, automated negotiation is a rapidly growing area. Written by top researchers in the field, this state-of-the-art treatment of the subject explores key issues involved in the design of negotiating agents, covering strategic, heuristic, and axiomatic approaches. The authors discuss the potential benefits of automated negotiation as well as the unique challenges it poses for computer scientists and for researchers in artificial intelligence. They also consider possible applications and give readers a feel for the types of domains where automated negotiation is already being deployed. This book is ideal for graduate students and researchers in computer science who are interested in multiagent systems. It will also appeal to negotiation researchers from disciplines such as management and business studies, psychology and economics"--
Author: Shaheen Fatima
Publisher: Cambridge University Press
ISBN: 1316060586
Category : Computers
Languages : en
Pages : 293
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Book Description
With an increasing number of applications in the context of multi-agent systems, automated negotiation is a rapidly growing area. Written by top researchers in the field, this state-of-the-art treatment of the subject explores key issues involved in the design of negotiating agents, covering strategic, heuristic, and axiomatic approaches. The authors discuss the potential benefits of automated negotiation as well as the unique challenges it poses for computer scientists and for researchers in artificial intelligence. They also consider possible applications and give readers a feel for the types of domains where automated negotiation is already being deployed. This book is ideal for graduate students and researchers in computer science who are interested in multi-agent systems. It will also appeal to negotiation researchers from disciplines such as management and business studies, psychology and economics.
Author: Tim Baarslag
Publisher: Springer
ISBN: 3319282433
Category : Technology & Engineering
Languages : en
Pages : 288
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Book Description
This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the area of automated negotiation. It gives new practical and theoretical insights into the design and evaluation of automated negotiators. It describes an innovative negotiating agent framework that enables systematic exploration of the space of possible negotiation strategies by recombining different agent components. Using this framework, new and effective ways are formulated for an agent to learn, bid, and accept during a negotiation. The findings have been evaluated in four annual instantiations of the International Automated Negotiating Agents Competition (ANAC), the results of which are also outlined here. The book also describes several methodologies for evaluating and comparing negotiation strategies and components, with a special emphasis on performance and accuracy measures.
Author: Shaheen Fatima
Publisher: Cambridge University Press
ISBN: 1107002540
Category : Business & Economics
Languages : en
Pages : 293
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Book Description
Top researchers investigate the main challenges and state of the art in automated negotiation and discuss potential applications.
Author: Hrishikesh Jawahar Goradia
Publisher:
ISBN:
Category : Business enterprises
Languages : en
Pages : 290
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Book Description
Author: Karen S. Walch
Publisher: John Wiley & Sons
ISBN: 1119374871
Category : Business & Economics
Languages : en
Pages : 160
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Book Description
Master the art of getting what you need with a more collaborative approach to negotiation Quantum Negotiation is a handbook for getting what you need using a mindset and behaviors based on a refreshingly expansive perspective on negotiation. Rather that viewing every negotiation as an antagonistic and combative relationship, this book shows you how to move beyond the traditional pseudo win-win to construct a deal in which all parties get what they need. By exploring who we are as negotiators in the context of social conditioning, this model examines the cognitive, psychological, social, physical, and spiritual aspects of negotiation to help you produce more sustainable, prosperous, and satisfying agreements. We often think of negotiation as taking place in a boardroom, a car dealership, or any other contract-centered situation; in reality, we are negotiating every time we ask for something we need or want. Building more robust negotiation behaviors that resonate beyond the boardroom requires a deep engagement with others and a clear mindset of interdependence. This book helps you shift your perspective and build these important skills through a journey of discovery, reflection, and action. Rethink your assumptions about negotiations, your self-perception, your counterpart, and the overall relationship Adopt new tools that clarify what you want, why you need it, and how your counterpart can also get what they want and need Challenge fundamental world views related to negotiation, and shift from adversarial to engaging and satisfying Understand the unseen forces at work in any negotiation, and prevent them from derailing your success In the interest of creating an environment that elevates everyone’s participation and assists them in reaching their full potential, Quantum Negotiation addresses the reality of hardball and coercion with a focus on engaging the human spirit to create new opportunities and resources.
Author: Bo An
Publisher:
ISBN:
Category : Multiagent systems
Languages : en
Pages : 242
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Book Description
The problem of constructing and analyzing systems of intelligent, autonomous agents is becoming more and more important. These agents may include people, physical robots, virtual humans, software programs acting on behalf of human beings, or sensors. In a large class of multi-agent scenarios, agents may have different capabilities, preferences, objectives, and constraints. Therefore, efficient allocation of resources among multiple agents is often difficult to achieve. Automated negotiation (bargaining) is the most widely used approach for multi-agent resource allocation and it has received increasing attention in the recent years. However, information uncertainty, existence of multiple contracting partners and competitors, agents' incentive to maximize individual utilities, and market dynamics make it difficult to calculate agents' rational equilibrium negotiation strategies and develop successful negotiation agents behaving well in practice. To this end, this thesis is concerned with analyzing agents' rational behavior and developing negotiation strategies for a range of complex negotiation contexts. First, we consider the problem of finding agents' rational strategies in bargaining with incomplete information. We focus on the principal alternating-offers finite horizon bargaining protocol with one-sided uncertainty regarding agents' reserve prices. We provide an algorithm based on the combination of game theoretic analysis and search techniques which finds agents' equilibrium in pure strategies when they exist. Our approach is sound, complete and, in principle, can be applied to other uncertainty settings. Simulation results show that there is at least one pure strategy sequential equilibrium in 99.7% of various scenarios. In addition, agents with equilibrium strategies achieved higher utilities than agents with heuristic strategies. Next, we extend the alternating-offers protocol to handle concurrent negotiations in which each agent has multiple trading opportunities and faces market competition. We provide an algorithm based on backward induction to compute the subgame perfect equilibrium of concurrent negotiation. We observe that agents' bargaining power are affected by the proposing ordering and market competition and for a large subset of the space of the parameters, agents' equilibrium strategies depend on the values of a small number of parameters. We also extend our algorithm to find a pure strategy sequential equilibrium in concurrent negotiations where there is one-sided uncertainty regarding the reserve price of one agent. Third, we present the design and implementation of agents that concurrently negotiate with other entities for acquiring multiple resources. Negotiation agents are designed to adjust 1) the number of tentative agreements and 2) the amount of concession they are willing to make in response to changing market conditions and negotiation situations. In our approach, agents utilize a time-dependent negotiation strategy in which the reserve price of each resource is dynamically determined by 1) the likelihood that negotiation will not be successfully completed, 2) the expected agreement price of the resource, and 3) the expected number of final agreements. The negotiation deadline of each resource is determined by its relative scarcity. Since agents are permitted to decommit from agreements, a buyer may make more than one tentative agreement for each resource and the maximum number of tentative agreements is constrained by the market situation. Experimental results show that our negotiation strategy achieved significantly higher utilities than simpler strategies. Finally, we consider the problem of allocating networked resources in dynamic environment, such as cloud computing platforms, where providers strategically price resources to maximize their utility. While numerous auction-based approaches have been proposed in the literature, our work explores an alternative approach where providers and consumers negotiate resource leasing contracts. We propose a distributed negotiation mechanism where agents negotiate over both a contract price and a decommitment penalty, which allows agents to decommit from contracts at a cost. We compare our approach experimentally, using representative scenarios and workloads, to both combinatorial auctions and the fixed-price model, and show that the negotiation model achieves a higher social welfare.
Author: Ivan Marsa-Maestre
Publisher:
ISBN: 9784431547594
Category :
Languages : en
Pages : 216
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Book Description
Author:
Publisher:
ISBN:
Category : Netherlands
Languages : en
Pages : 53
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Book Description
Author: Danielle Costa Morais
Publisher: Springer Nature
ISBN: 3030486419
Category : Computers
Languages : en
Pages : 212
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Book Description
This book constitutes the refereed proceedings of the 20th International Conference on Group Decision and Negotiation, GDN 2020, which was planned to be held in Toronto, ON, Canada, during June 7–11, 2020. The conference was cancelled due to the Coronavirus pandemic. Nevertheless, it was decided to publish the proceedings, because the review process had already been completed at the time the cancellation was decided. The field of Group Decision and Negotiation focuses on decision processes with at least two participants and a common goal but conflicting individual goals. Research areas of Group Decision and Negotiation include electronic negotiations, experiments, the role of emotions in group decision and negotiations, preference elicitation and decision support for group decisions and negotiations, and conflict resolution principles. The 14 full papers presented in this volume were carefully reviewed and selected from 75 submissions. They were organized in topical sections named: Conflict Resolution, Preference Modeling for Group Decision and Negotiation, Intelligent Group Decision Making and Consensus Process, Collaborative Decision Making Processes.
