Zobrazeno 1 - 10
of 1 838
pro vyhledávání: '"McAleer P"'
The emergence of Multimodal Foundation Models (MFMs) holds significant promise for transforming social media platforms. However, this advancement also introduces substantial security and ethical concerns, as it may facilitate malicious actors in the
Externí odkaz:
http://arxiv.org/abs/2409.18931
Autonomous agents powered by language models (LMs) have demonstrated promise in their ability to perform decision-making tasks such as web automation. However, a key limitation remains: LMs, primarily optimized for natural language understanding and
Externí odkaz:
http://arxiv.org/abs/2407.01476
Autor:
McAleer, Cáthal, Creaner, Oisin, Bracken, Colm, Ulbricht, Gerhard, De Lucia, Mario, Piercy, Jack
Microwave Kinetic Inductance Detectors (MKIDs) are photon detectors comprised of superconducting LC resonators with unique resonant frequencies corresponding to their geometrical structure. As each pixel has its own geometry, electromagnetic simulati
Externí odkaz:
http://arxiv.org/abs/2405.05198
Autor:
Li, Pengdeng, Li, Shuxin, Wang, Xinrun, Cerny, Jakub, Zhang, Youzhi, McAleer, Stephen, Chan, Hau, An, Bo
Pursuit-evasion games (PEGs) model interactions between a team of pursuers and an evader in graph-based environments such as urban street networks. Recent advancements have demonstrated the effectiveness of the pre-training and fine-tuning paradigm i
Externí odkaz:
http://arxiv.org/abs/2404.12626
Autor:
Wu, Yue, Fan, Yewen, Min, So Yeon, Prabhumoye, Shrimai, McAleer, Stephen, Bisk, Yonatan, Salakhutdinov, Ruslan, Li, Yuanzhi, Mitchell, Tom
We propose an intuitive LLM prompting framework (AgentKit) for multifunctional agents. AgentKit offers a unified framework for explicitly constructing a complex "thought process" from simple natural language prompts. The basic building block in Agent
Externí odkaz:
http://arxiv.org/abs/2404.11483
The counterfactual regret minimization (CFR) family of algorithms consists of iterative algorithms for imperfect-information games. In two-player zero-sum games, the time average of the iterates converges to a Nash equilibrium. The state-of-the-art p
Externí odkaz:
http://arxiv.org/abs/2404.09097
Publikováno v:
The 33rd International Joint Conference on Artificial Intelligence, 2024
Game theory provides a mathematical way to study the interaction between multiple decision makers. However, classical game-theoretic analysis is limited in scalability due to the large number of strategies, precluding direct application to more compl
Externí odkaz:
http://arxiv.org/abs/2403.02227
Autor:
Curry, Michael, Thoma, Vinzenz, Chakrabarti, Darshan, McAleer, Stephen, Kroer, Christian, Sandholm, Tuomas, He, Niao, Seuken, Sven
Dynamic mechanism design is a challenging extension to ordinary mechanism design in which the mechanism designer must make a sequence of decisions over time in the face of possibly untruthful reports of participating agents. Optimizing dynamic mechan
Externí odkaz:
http://arxiv.org/abs/2402.08129
Autor:
Friedrich, Paul, Zhang, Yulun, Curry, Michael, Dierks, Ludwig, McAleer, Stephen, Li, Jiaoyang, Sandholm, Tuomas, Seuken, Sven
Multi-Agent Path Finding (MAPF) involves determining paths for multiple agents to travel simultaneously and collision-free through a shared area toward given goal locations. This problem is computationally complex, especially when dealing with large
Externí odkaz:
http://arxiv.org/abs/2401.17044
Autor:
Ji, Jiaming, Qiu, Tianyi, Chen, Boyuan, Zhang, Borong, Lou, Hantao, Wang, Kaile, Duan, Yawen, He, Zhonghao, Zhou, Jiayi, Zhang, Zhaowei, Zeng, Fanzhi, Ng, Kwan Yee, Dai, Juntao, Pan, Xuehai, O'Gara, Aidan, Lei, Yingshan, Xu, Hua, Tse, Brian, Fu, Jie, McAleer, Stephen, Yang, Yaodong, Wang, Yizhou, Zhu, Song-Chun, Guo, Yike, Gao, Wen
AI alignment aims to make AI systems behave in line with human intentions and values. As AI systems grow more capable, so do risks from misalignment. To provide a comprehensive and up-to-date overview of the alignment field, in this survey, we delve
Externí odkaz:
http://arxiv.org/abs/2310.19852