EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 13 days ago • 273
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published 19 days ago • 169
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 23 days ago • 342
SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them Paper • 2607.27703 • Published Jul 30 • 25
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published Jun 28 • 170
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning Paper • 2606.32017 • Published Jun 30 • 12
Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models Paper • 2606.11324 • Published Jun 9 • 172