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MCTS for Olympiad Reasoning

Exploring reasoning paths for mathematics and physics problems.

  • TypeApplied AI
  • PeriodJul — Sep 2024
  • AffiliationTencent · Research Internship
  • StatusCompleted

Overview

Explored methods to improve language-model performance on International Mathematical and Physics Olympiad-style tasks.

  • Introduced Monte Carlo Tree Search (MCTS) to explore candidate solution paths.
  • Focused on reasoning and search for challenging mathematics and physics tasks.
MCTSReasoningMath & Physics

This public overview does not include private code, unpublished measurements, or confidential details from industry collaborations.