Identifying underlying user goals and intents has been recognized as valuable in various personalization-oriented settings, such as personalized agents, improved search responses, advertising, user analytics, and more. In this paper, we propose a new...
The recent DeepSeek-R1 has showcased the emergence of reasoning capabilities in LLMs through reinforcement learning (RL) with rule-based rewards. Despite its success in language models, its application in multi-modal domains, particularly in graphic...
architecture is an approach for simulating emotions for human computer interation, especially embodied agents and social robots. It is motivated by Affective
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Customers are rapidly turning to social media for customer support. While brand agents on these platforms are motivated and well-intentioned to help and engage with customers, their efforts are often ignored if their initial response to the customer...
We add the assumption that players know their opponents' payoff functions and rationality to a model of non-equilibrium learning in signaling games. Agents are born into player roles and play against random opponents every period. Inexperienced agent...
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https://preview.redd.it/h0m40cj0wegg1.jpg?width=1920&format=pjpg&auto=webp&s=8f32bc241d525a08fad2da9be99bc3bc704e77b5 # V4: The January 2026 Revolution # [View Web Version](https://thede...
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We study social learning dynamics motivated by reviews on online platforms. The agents collectively follow a simple multi-armed bandit protocol, but each agent acts myopically, without regards to exploration. We allow the greedy (exploitation-only) a...
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A recently introduced restricted variant of the multidimensional stable roommate problem is the roommate diversity problem: each agent belongs to one of two types (e.g., red and blue), and the agents' preferences over the coalitions solely depend on...
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Feb 13, 2026 · The new Security Dashboard for AI provides CISOs and risk leaders with a unified, real-time view of AI risks across agents, apps, and platforms, enabling streamlined discovery, monitoring, …
Another big week. Delayed a day because I've been dealing with a terrible flu ​ * Cognosys - a web based version of AutoGPT/babyAGI. Looks so cool \[[Link](https://www.cognosys.ai/)\] * G...
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Choi Kang-hee and Joo Won as rookie spies who trained together, and later become NIS agents who must hide their real identities from each other even as