Zobrazeno 1 - 10
of 15 951
pro vyhledávání: '"Wooldridge"'
Autor:
Lin, Fangru, Mao, Shaoguang, La Malfa, Emanuele, Hofmann, Valentin, de Wynter, Adrian, Yao, Jing, Chen, Si-Qing, Wooldridge, Michael, Wei, Furu
Language is not monolithic. While many benchmarks are used as proxies to systematically estimate Large Language Models' (LLM) performance in real-life tasks, they tend to ignore the nuances of within-language variation and thus fail to model the expe
Externí odkaz:
http://arxiv.org/abs/2410.11005
Autor:
Marro, Samuele, La Malfa, Emanuele, Wright, Jesse, Li, Guohao, Shadbolt, Nigel, Wooldridge, Michael, Torr, Philip
Communication is a prerequisite for collaboration. When scaling networks of AI-powered agents, communication must be versatile, efficient, and portable. These requisites, which we refer to as the Agent Communication Trilemma, are hard to achieve in l
Externí odkaz:
http://arxiv.org/abs/2410.11905
Quadratic Voting (QV) is a social choice mechanism that addresses the "tyranny of the majority" of one-person-one-vote mechanisms. Agents express not only their preference ordering but also their preference intensity by purchasing $x$ votes at a cost
Externí odkaz:
http://arxiv.org/abs/2409.06614
Neural networks have continued to gain prevalence in the modern era for their ability to model complex data through pattern recognition and behavior remodeling. However, the static construction of traditional neural networks inhibits dynamic intellig
Externí odkaz:
http://arxiv.org/abs/2408.15462
Publikováno v:
In proceedings of The European Simulation and Modelling Conference 2023: ESM'2023, Toulouse, France October 24-26, 2023
In agent-based simulations, synthetic populations of agents are commonly used to represent the structure, behaviour, and interactions of individuals. However, generating a synthetic population that accurately reflects real population statistics is a
Externí odkaz:
http://arxiv.org/abs/2407.03180
Autor:
Huang, X. Angelo, La Malfa, Emanuele, Marro, Samuele, Asperti, Andrea, Cohn, Anthony, Wooldridge, Michael
Theory of Mind (ToM) can be used to assess the capabilities of Large Language Models (LLMs) in complex scenarios where social reasoning is required. While the research community has proposed many ToM benchmarks, their hardness varies greatly, and the
Externí odkaz:
http://arxiv.org/abs/2406.11911
Causal games are probabilistic graphical models that enable causal queries to be answered in multi-agent settings. They extend causal Bayesian networks by specifying decision and utility variables to represent the agents' degrees of freedom and objec
Externí odkaz:
http://arxiv.org/abs/2406.09318
Autor:
Zennaro, Fabio Massimo, Bishop, Nicholas, Dyer, Joel, Felekis, Yorgos, Calinescu, Anisoara, Wooldridge, Michael, Damoulas, Theodoros
Multi-armed bandits (MAB) and causal MABs (CMAB) are established frameworks for decision-making problems. The majority of prior work typically studies and solves individual MAB and CMAB in isolation for a given problem and associated data. However, d
Externí odkaz:
http://arxiv.org/abs/2404.17493
Autor:
Chopra, Ayush, Quera-Bofarull, Arnau, Giray-Kuru, Nurullah, Wooldridge, Michael, Raskar, Ramesh
The practical utility of agent-based models in decision-making relies on their capacity to accurately replicate populations while seamlessly integrating real-world data streams. Yet, the incorporation of such data poses significant challenges due to
Externí odkaz:
http://arxiv.org/abs/2404.12983
Autor:
Wooldridge, Lydia Katherine
Initial studies in this work explored the role of interleukin-6 (IL6) and leukemia inhibitory factor (LIF) in preimplantation bovine embryos. Neither cytokine affected the total percentage of embryos which developed to the blastocyst stage in vitro.
Externí odkaz:
http://hdl.handle.net/10919/105143