activity
20242026
most citedIncremental Label Distribution Learning with Scalable Graph Convolutional Networks

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning

Ziqi Jia, Anmin Wang, Xiaoyang Qu +2

Previous continual learning setups for embodied intelligence focused on executing low-level actions based on human commands, neglecting the ability to learn high-level planning and…

cs.CV2025

Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy

Ziqi Jia, Junjie Li, Xiaoyang Qu +1

Multi-agent systems (MAS) have shown great potential in executing complex tasks, but coordination and safety remain significant challenges. Multi-Agent Reinforcement Learning (MARL…