3 papers
cs.CL2025
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…
cs.CL2025
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…
cs.CV2025
Fostering Video Reasoning via Next-Event Prediction
Haonan Wang, Hongfu Liu, Xiangyan Liu +4
Next-token prediction serves as the foundational learning task enabling reasoning in LLMs. But what should the learning task be when aiming to equip MLLMs with temporal reasoning c…