OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Paper • 2510.24411 • Published Oct 28 • 71
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29 • 45
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety Paper • 2510.08240 • Published Oct 9 • 41
Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense Paper • 2510.07242 • Published Oct 8 • 30
RESTRAIN: From Spurious Votes to Signals -- Self-Driven RL with Self-Penalization Paper • 2510.02172 • Published Oct 2 • 7
Jointly Reinforcing Diversity and Quality in Language Model Generations Paper • 2509.02534 • Published Sep 2 • 24