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06/11/2023
Kepler: Robust Learning for Faster Parametric Query Optimization
Most existing parametric query optimization (PQO) techniques rely on tra...
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05/24/2023
Barkour: Benchmarking Animal-level Agility with Quadruped Robots
Animals have evolved various agile locomotion strategies, such as sprint...
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02/25/2021
No-Regret Reinforcement Learning with Heavy-Tailed Rewards
Reinforcement learning algorithms typically assume rewards to be sampled...
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06/20/2018