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math.OC2022
Compactly Restrictable Metric Policy Optimization Problems
Victor D. Dorobantu, Kamyar Azizzadenesheli, Yisong Yue
We study policy optimization problems for deterministic Markov decision processes (MDPs) with metric state and action spaces, which we refer to as Metric Policy Optimization Proble…
math.OC2022★ 1 cited
Competitive Gradient Optimization
Abhijeet Vyas, Kamyar Azizzadenesheli
We study the problem of convergence to a stationary point in zero-sum games. We propose competitive gradient optimization (CGO ), a gradient-based method that incorporates the inte…