| Autor: |
Thimjo Koça, Catholijn M. Jonker, Tim Baarslag |
| Přispěvatelé: |
Centrum Wiskunde & Informatica, Amsterdam (CWI), The Netherlands |
| Jazyk: |
angličtina |
| Rok vydání: |
2022 |
| Předmět: |
|
| Zdroj: |
Autonomous Agents and Multiagent Systems. Best and Visionary Papers ISBN: 9783031201783 |
| Popis: |
This work presents BIDS (Bidding using Diversified Search), an algorithm that can be used by negotiating agents to search very large outcome spaces. BIDS provides a balance between being rapid, accurate, diverse, and scalable search, allowing agents to search spaces with as many as 10^250 possible outcomes on very run-of-the-mill hardware. We show that our algorithm can be used to respond to the three most common search queries employed by 87% of all agents from the Automated Negotiating Agents Competition. Furthermore, we validate one of our techniques by integrating it into negotiation platform GeniusWeb, to enable existing state-of-the-art agents (and future agents) to scale their use to very large outcome spaces. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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