The Geometry of Memoryless Stochastic Policy Optimization in Infinite-Horizon POMDPs

14 October 2021

Papers citing "The Geometry of Memoryless Stochastic Policy Optimization in Infinite-Horizon POMDPs"

5 / 5 papers shown

Title
On shallow planning under partial observability Randy Lefebvre Audrey Durand OffRL 28 0 0 22 Jul 2024
Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes Johannes Muller Semih Cayci 34 0 0 06 Jun 2024
Geometry and convergence of natural policy gradient methods Johannes Muller Guido Montúfar 14 10 0 03 Nov 2022
Geometric Policy Iteration for Markov Decision Processes Yue Wu J. D. Loera 10 3 0 12 Jun 2022
Solving infinite-horizon POMDPs with memoryless stochastic policies in state-action space Johannes Muller Guido Montúfar 11 2 0 27 May 2022