3 papers
cs.LG2025
Decoupled Hierarchical Reinforcement Learning with State Abstraction for Discrete Grids
Qingyu Xiao, Yuanlin Chang, Youtian Du
Effective agent exploration remains a core challenge in reinforcement learning (RL) for complex discrete state-space environments, particularly under partial observability. This pa…
cs.CV2025
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
Jie Ma, Min Hu, Pinghui Wang +5
Audio-Visual Question Answering (AVQA) is a complex multi-modal reasoning task, demanding intelligent systems to accurately respond to natural language queries based on audio-video…
cs.LG2025
Graph Probability Aggregation Clustering
Yuxuan Yan, Na Lu, Difei Mei +2
Traditional clustering methods typically focus on either cluster-wise global clustering or point-wise local clustering to reveal the intrinsic structures in unlabeled data. Global…