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We evaluate the agents through simulations of typical negotiation behavior models discussed in the negotiation literature and actual buyer behavior from an ...
Design of Negotiation Agents Based on Behavior Models. 311 future trajectory. The prediction model and the agent are discussed in sections. 3 through 5. 3 ...
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In this study, we focus on explaining the strategic logic and the prediction rationale of the negotiation agent for both CtC and HtC negotiations. The ...
This paper presents a novel agent design for repeated negotiation in incomplete information settings that learns to reveal information strategically during the ...
Nov 2, 2024 · This paper introduces a simulation framework centered on large language model (LLM) agents endowed with synthesized personality traits. The ...
There are three negotiation strategies: emotion-aware, a mix of time and behavior strategy [Keskin et al., 2021], and behavior- based strategy. They can make ...
The agent used opponent modeling techniques to predict people's behavior during the game, based on a set of features that included players' social factors as ...
The negotiation system FuzzyMAN [27] was designed for the electronic labor market. FuzzyMAN and the model implemented therein [71] express the agent preferences.
We propose an adaptive negotiation framework as a model for human-machine interaction on decision level. This expands modeling of human-machine cooperation.
May 14, 2024 · This study aims to assess AI agents' ability to bargain, by using LLMs to simulate negotiations between agents with OCEAN-based personalities.