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cs.LG2023
A Unified Framework for Discovering Discrete Symmetries
Pavan Karjol, Rohan Kashyap, Aditya Gopalan +1
We consider the problem of learning a function respecting a symmetry from among a class of symmetries. We develop a unified framework that enables symmetry discovery across a broad…
cs.LG2023
Bad Values but Good Behavior: Learning Highly Misspecified Bandits and MDPs
Debangshu Banerjee, Aditya Gopalan
Parametric, feature-based reward models are employed by a variety of algorithms in decision-making settings such as bandits and Markov decision processes (MDPs). The typical assump…