DeepMind & Alberta U Introduce Novel Search Algorithm: Policy-Guided Heuristic Search with Guarantees | Synced

A research team from DeepMind and Alberta University proposes Policy-guided Heuristic Search (PHS), a novel search algorithm that uses both a heuristic function and a policy while offering guarante...

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Source: Synced | AI Technology & Industry Review

A research team from DeepMind and Alberta University proposes Policy-guided Heuristic Search (PHS), a novel search algorithm that uses both a heuristic function and a policy while offering guarantees on the search loss that relate to both the quality of the heuristic and the policy.