arXiv cs.AI
· Papers
Heuresis: Search Strategies for Autonomous AI Research Agents Across Quality, Diversity and Novelty
arXiv:2606.25198v2 Announce Type: replace Abstract: Autonomous AI Research promises to accelerate the scientific progress of machine learning. To realise this goal, current Large Language Model (LLM)-based agents need to go beyond just writing code, to mastering the exploration of simultaneously performant, diverse and