Raphael Boige

Université de Lorraine, Inria, LORIA

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World Models & Planning (1)

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Amine Boumaza (1)Bruno Scherrer (1)

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Sep 8, 2026

Université de LorraineSep 8, 2026·also Affiliation:, INRIA, LORIA

The Surprising Effectiveness of Approximate Value Iteration in Self-Play

Tree search might be computational overkill in self-play: a minimal Approximate Value Iteration baseline learns more accurate value functions than AlphaZero while matching competitive play with just one-step lookahead.

Raphael Boige, Amine Boumaza, Bruno Scherrer

World Models & Planning

Raphael Boige

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Raphael Boige

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)