2024 "experiment design" Papers

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Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction

Riccardo De Santi, Federico Arangath Joseph, Noah Liniger et al.

ICML 2024posterarXiv:2407.13364

Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods

Riccardo De Santi, Manish Prajapat, Andreas Krause

ICML 2024posterarXiv:2407.09905