SkillGate: In-Policy Skill Selection for Long-Horizon Agents

New paper introduces SkillGate, a dual-channel credit assignment method for training long-horizon agents, achieving 12.4% absolute gain on 5 benchmarks with a 9B policy. Addresses selector credit starvation.