1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2026
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization
Peiji Li, Linyang Li, Handa Sun +15
Large language models have demonstrated strong reasoning capabilities in complex tasks through tool integration, which is typically framed as a Markov Decision Process and optimize…
cs.RO2025
Game-Theoretic Safe Multi-Agent Motion Planning with Reachability Analysis for Dynamic and Uncertain Environments (Extended Version)
Wenbin Mai, Minghui Liwang, Xinlei Yi +3
Ensuring safe, robust, and scalable motion planning for multi-agent systems in dynamic and uncertain environments is a persistent challenge, driven by complex inter-agent interacti…
cs.CV2022★ 1 cited
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image
Xiaochun Lei, Weiliang Mai, Junlin Xie +5
Low-light images often suffer from noise and color distortion. Object detection, semantic segmentation, instance segmentation, and other tasks are challenging when working with low…