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step size tuning

2 papers

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Co-occurring keywords · papers mentioning both

meta-gradient descent (1) self-tuned stepsize (1) adaptive gradient (1) actor-critic method (1) online convex optimization (1) non-convex optimization (1) stochastic gradient descent (1)

Papers

Metatrace Actor-Critic: Online Step-Size Tuning by Meta-gradient Descent for Reinforcement Learning Control IJCAI 2019 Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization ICML 2019