Showing 2026Show all
2 papers · 1 filter
cs.AI2026
Same Tasks, Different Apps: Why Mobile GUI Agents Fail to Generalize?
Tien Tran, Namho Koh, Daiki E. Matsunaga +2
Mobile GUI agents deployed in real settings must work across different applications that support the same functionality. Most existing benchmarks test each task in only one app, so…
cs.AI2026
ACPO: Agent-Chained Policy Optimization for Multi-Agent Reinforcement Learning
Daiki E. Matsunaga, Junho Na, Tri Wahyu Guntara +4
Cooperative tasks in Multi-Agent Reinforcement Learning (MARL) require agents to collectively maximize a shared return. Under the Centralized Training with Decentralized Execution…