Yuhua Zhou

Tree search on on-policy trajectories dramatically boosts policy gradient learning by uncovering rare high-return paths, outperforming PPO on Atari and MuJoCo with minimal bias increase.

ABE-Ralph uncovers that LLMs often produce methodological hallucinations, leading to flawed scientific conclusions in AI research.