AIJul 5, 2021

Towards solving the 7-in-a-row game

arXiv:2107.05363v1
Originality Synthesis-oriented
AI Analysis

This work addresses a specific combinatorial game problem, but it is incremental as it builds on existing methods without achieving a complete solution.

The paper tackled the game theoretic value of the 7-in-a-row game by reducing it to a finite board game and applying Proof Number Search with heuristic improvements, making significant progress but not fully solving it.

Our paper explores the game theoretic value of the 7-in-a-row game. We reduce the problem to solving a finite board game, which we target using Proof Number Search. We present a number of heuristic improvements to Proof Number Search and examine their effect within the context of this particular game. Although our paper does not solve the 7-in-a-row game, our experiments indicate that we have made significant progress towards it.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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