AI Agents · Shanghai Jiao Tong University
LatentSkill: Bake Agent Skills Into LoRA Weights, Not the Prompt
A hypernetwork compiles a textual skill into a LoRA adapter in one forward pass. On ALFWorld, LatentSkill lifts success by 21.4 points (seen) with 64.1% fewer prefill tokens.