SEP 9, 2026 · PREPRINT
Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training
arXiv
Early-stage algorithmic work on a new post-training method for LLM agents, tested on simulation environments without peer review; demonstrates feasibility but lacks clinical or real-world validation and has not undergone peer review.
Study details
DesignAlgorithm development with empirical compar…
InterventionDirect Diversity Optimization (DDO): offlin…
ComparatorSuccessful-only imitation, decoding-time di…