Takuya Akiba

Adaptive Branching MCTS, a novel inference-time framework for LLMs, generalizes repeated sampling with multi-turn exploration and exploitation.

We introduce ALE-bench, a new benchmark for evaluating AI systems on score-based algorithmic programming contests.