Ying Wen
5 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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On Realization of Intelligent Decision Making in the Real World: A Foundation Decision Model Perspective
2023 · CAAI Artificial Intelligence Research
The pervasive uncertainty and dynamic nature of real-world environments present significant challenges for the widespread implementation of machine-driven Intelligent Decision-Making (IDM) systems. Consequently, IDM should possess the ability to continuously acquire new skills and effectively …
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OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
2024 · arXiv (Cornell University)
In this technical report, we introduce OpenR, an open-source framework designed to integrate key components for enhancing the reasoning capabilities of large language models (LLMs). OpenR unifies data acquisition, reinforcement learning training (both online and …
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Distributed Data Sharing and Access Control in Industrial IoT Using Blockchain Technology
2024
With the rapid development of the Industrial Internet of Things (IIoT), secure and efficient data sharing has become crucial for enabling industrial automation and smart transformation. However, existing centralized solutions face limitations in scalability, latency, …
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Towards Monotonic Improvement in In-Context Reinforcement Learning
2025 · arXiv (Cornell University)
In-Context Reinforcement Learning (ICRL) has emerged as a promising paradigm for developing agents that can rapidly adapt to new tasks by leveraging past experiences as context, without updating their parameters. Recent approaches train large sequence …
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Product-Based Neural Networks for User Response Prediction
2016
Predicting user responses, such as clicks and conversions, is of great importance and has found its usage inmany Web applications including recommender systems, websearch and online advertising. The data in those applicationsis mostly categorical and …