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Energy-guided Recursive Model

arXiv cs.LG · 6d ago Cached

Introduces the Energy-guided Recursive Model (ERM), which uses Hopfield energies to guide selection among recursive reasoning trajectories, achieving state-of-the-art performance on Sudoku, Pencil Puzzle Bench, and Maze tasks.

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#maze

AGI Maze as a Benchmark Framework for World-Modeling Agents

arXiv cs.AI · 2026-07-02 Cached

This paper proposes the AGI Maze, a benchmark framework designed to evaluate the world-modeling capabilities of AI agents.

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