More: Mode-Optimized Reasoning with Self-Adaptive Effort for Self-Evolving Agents

Dianxing Shi, Dingjie Fu, Tianyu Lei +1

Self-evolving training improves the performance of agents on difficult tasks through verifiable feedback, but it often applies costly deliberation uniformly across tasks. To addres…