I am an undergraduate student at Sichuan University, pursuing a double degree in Mathematics and Intelligent Technology.
- Core Competency: I possess a solid mathematical foundation, which supports my theoretical research in AI.
- Research Focus: Currently, I am fully focused on Natural Language Processing (NLP), exploring the capabilities of Large Language Models.
- Natural Language Processing (NLP)
- Large Language Models (LLMs)
- Reinforcement Learning (RL)
Learning to Decide with Just Enough: Information-Theoretic Context Summarization for CDMPs
Abstract: We propose an information-theoretic summarization approach that uses LLMs to compress contextual inputs into low-dimensional, semantically rich summaries for efficient decision-making.
