OLIVIA is a novel inference-time action adaptation framework designed for ReAct-style LLM agents to enhance decision-making in sequential tasks. It offers explicit decision layering for scoring candidate actions and online adaptation, addressing the limitations of indirect context manipulation in current methods.
This paper introduces the Human-in-the-Loop Gated Bandit (HITL-GB) framework for dynamic pricing in short-term rental markets. It demonstrates that historical pricing data can be structurally equivalent to on-policy warm-up data, significantly reducing the cold-start period for online bandit learning.
Many online learning systems fail to truly learn from student behavior, leading to a lack of personalized guidance. The NeuroLearn (Smart Tutor) platform was developed to provide a customized learning experience, incorporating a visual dashboard and a Flashcard System to promote active recall and improve knowledge retention.
The National Cyber Security Institute (NCSI) offers internationally accredited online courses for specialization in Cybersecurity, Threat Intelligence, and Malware Analysis. Programs provide lifetime access, free updates, and expert-led live support to advance careers with industry-recognized certifications.
This text addresses student dissatisfaction with Course Hero, seeking alternatives for smarter, more ethical, and useful academic support by 2026. It promises to list 11 platforms that offer more effective study assistance.