Zobrazeno 1 - 10
of 15 929
pro vyhledávání: '"A, Lanier"'
Recent advancements in Model-Based Reinforcement Learning (MBRL) have made it a powerful tool for visual control tasks. Despite improved data efficiency, it remains challenging to train MBRL agents with generalizable perception. Training in the prese
Externí odkaz:
http://arxiv.org/abs/2410.09972
Autor:
Kim, Kyungmin, Corsi, Davide, Rodriguez, Andoni, Lanier, JB, Parellada, Benjami, Baldi, Pierre, Sanchez, Cesar, Fox, Roy
While Deep Reinforcement Learning (DRL) has achieved remarkable success across various domains, it remains vulnerable to occasional catastrophic failures without additional safeguards. An effective solution to prevent these failures is to use a shiel
Externí odkaz:
http://arxiv.org/abs/2410.02038
Autor:
Kobenova, Amina, DeVeaux, Cyan, Parajuli, Samyak, Banburski-Fahey, Andrzej, Fernandez, Judith Amores, Lanier, Jaron
Generative artificial intelligence has shown promise in prompting virtual worlds into existence, yet little attention has been given to understanding how this process unfolds as social interaction. We present Social Conjurer, a framework for AI-augme
Externí odkaz:
http://arxiv.org/abs/2410.00274
Emergent Ferromagnetism at LaFeO3/SrTiO3 Interface Arising from Strain-induced Spin-State Transition
Autor:
Zhu, Menglin, Lanier, Joseph, Genlik, Sevim Polat, Flores, Jose G., Barbosa, Victor da Cruz Pinha, Randeria, Mohit, Woodward, Patrick M., Ghazisaeidi, Maryam, Yang, Fengyuan, Hwang, Jinwoo
Creating new interfacial magnetic states with desired functionalities is attractive for fundamental studies and spintronics applications. The emergence of interfacial magnetic phases demands the fabrication of pristine interfaces and the characteriza
Externí odkaz:
http://arxiv.org/abs/2405.12950
Autor:
Lanier, Joshua, Quah, John K. -H.
A goodness-of-fit index measures the consistency of consumption data with a given model of utility-maximization. We show that for the class of well-behaved (i.e., continuous and increasing) utility functions there is no goodness-of-fit index that is
Externí odkaz:
http://arxiv.org/abs/2405.08464
Afriat's Theorem (1967) states that a dataset can be thought of as being generated by a consumer maximizing a continuous and increasing utility function if and only if it is free of revealed preference cycles containing a strict relation. The latter
Externí odkaz:
http://arxiv.org/abs/2405.08459
The standard criterion of rationality in economics is the maximization of a utility function that is stable across multiple observations of an agent's choice behavior. In this paper, we discuss two notions of the money pump that characterize two corr
Externí odkaz:
http://arxiv.org/abs/2404.04843
Graphs are commonly used to model complex networks prevalent in modern social media and literacy applications. Our research investigates the vulnerability of these graphs through the application of feature based adversarial attacks, focusing on both
Externí odkaz:
http://arxiv.org/abs/2402.12426
Deep reinforcement learning has demonstrated remarkable achievements across diverse domains such as video games, robotic control, autonomous driving, and drug discovery. Common methodologies in partially-observable domains largely lean on end-to-end
Externí odkaz:
http://arxiv.org/abs/2402.09290
Autor:
Lanier, Michael, Dhakal, Aayush, Xiong, Zhexiao, Li, Arthur, Jacobs, Nathan, Vorobeychik, Yevgeniy
In critical operations where aerial imagery plays an essential role, the integrity and trustworthiness of data are paramount. The emergence of adversarial attacks, particularly those that exploit control over labels or employ physically feasible troj
Externí odkaz:
http://arxiv.org/abs/2312.07389