4 papers
Research on the Integration of Embodied Intelligence and Reinforcement Learning in Textual Domains
Haonan Wang, Junfeng Sun, Mingjia Zhao +1
This article addresses embodied intelligence and reinforcement learning integration in the field of text processing, aiming to enhance text handling with more intelligence on the b…
ByteSized32Refactored: Towards an Extensible Interactive Text Games Corpus for LLM World Modeling and Evaluation
Haonan Wang, Junfeng Sun, Xingdi Yuan +2
Simulating interactive world models remains a core challenge in Large Language Models(LLMs). In this work, we introduce the ByteSized32Refactored, a refactored, modular, and extens…
Design and Optimization of Reinforcement Learning-Based Agents in Text-Based Games
Haonan Wang, Mingjia Zhao, Junfeng Sun +1
As AI technology advances, research in playing text-based games with agents has becomeprogressively popular. In this paper, a novel approach to agent design and agent learning ispr…
Research on geometric figure classification algorithm based on Deep Learning
Ruiyang Wang, Haonan Wang, Junfeng Sun +2
In recent years, with the rapid development of computer information technology, the development of artificial intelligence has been accelerating. The traditional geometry recogniti…