Field notes
2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
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Notes on monte carlo tree search
3 notes
MIRA: Medical Image Reflection for Agentic Diagnosis
Researchers present MIRA, a medical image diagnosis framework that allows an autonomous agent to search for relevant evidence, verify the relevance and consistency of the acquired evidence, and adapt its tool-use…
Dynamic Resource Allocation for Ensemble Determinization MCTS
The paper proposes enhancements for Ensemble Determinization Monte Carlo Tree Search (MCTS) algorithms, specifically focusing on dynamic resource allocation methods. These methods include Dynamic Number of…
Demonstrating TOFFEE: A Learned System for Synthesizing Data Agent Trajectories at Scale
Researchers present TOFFEE, a system that generates high-quality data agent trajectories using Monte Carlo Tree Search with adaptive model selection and cross-task prefix reuse. This system aims to help data agents…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
