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and Barto, Andrew G

6 Pith papers cite this work. Polarity classification is still indexing.

6 Pith papers citing it

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2026 6

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No-regret optimization of time-varying bilevel problems

math.OC · 2026-05-20 · unverdicted · novelty 6.0

W-SparQ-BL models time-varying lower-level responses with multi-output GPs and sparse approximations to achieve sublinear dynamic regret in bilevel optimization under noise.

The Evaluation Trap: Benchmark Design as Theoretical Commitment

cs.AI · 2026-05-13 · unverdicted · novelty 6.0

AI benchmarks trap progress by operationalizing assumptions that redefine capabilities around the benchmarks themselves, and Epistematics provides an audit procedure to detect when evaluations cannot discriminate claimed capabilities from proxy behaviors.

A Definition and Roadmap for World Models

cs.AI · 2026-07-07 · conditional · novelty 5.0

A perspective article defining world models as finite-resource compression of physical state transitions and outlining a roadmap toward physical AGI via unified representations and interactive simulators.

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