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From eye-blinks to state construction: Diagnostic benchmarks for online representation learning

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We present three new diagnostic prediction problems inspired by classical-conditioning experiments to facilitate research in online prediction learning. Experiments in classical conditioning show that animals such as rabbits, pigeons, and dogs can make long te... ...