most citedOpen Problem: Approximate Planning of POMDPs in the class of Memoryless Policies

3 citations · 4 across the 2 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

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…