Kangrui Wang

1. RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
   2025/04/24 by Zihan Wang, Kangrui Wang, Wang, Zihan +33 · 76 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
2. EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
   2025/02/13 by Ruizhao Yang, Yang, Rui, Hanyang Chen +21 · 49 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
3. MindCube: Spatial Mental Modeling from Limited Views
   2025/06/26 by Yin, Baiqiao, Pingyue Zhang, Wang, Qineng +20 · 34 citations
   Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Spatial Cognition and Navigation
4. VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
   2025/10/19 by Kangrui Wang, Wang, Kangrui, Pingyue Zhang +27 · 10 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
5. Multi-resolution Multi-task Gaussian Processes
   2019/06/19 by Oliver Hamelijnck, Theodoros Damoulas, Hamelijnck, Oliver +5 · 1 citation
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Atmospheric and Environmental Gas Dynamics #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. MANGO: A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models
   2024/03/29 by Peng Ding, Jiading Fang, Ding, Peng +15 · 2 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems