IEEE

Multiagent Reinforcement Learning for Constrained Markov Decision Processes by Consensus-Based Primal–Dual Method

Abstract: In this work, we consider multiagent reinforcement learning for constrained Markov decision processes and develop a consensus-based primal–dual method to solve the problem, which is ...
Scientific Research Publishing

Abdullahi, U.A., Suleiman, A. and Suleiman, A. (2017) Comparative Analysis of Simplex Method and the Family of Interior Point Method. IOSR Journal of Mathematics, 13, 11-15.

ABSTRACT: This study presents a modified primal-dual interior point method (MPD-IPM) for solving convex quadratic optimization problems. The modification is performed through linearization of the ...
Scientific Research Publishing

Friedlander, M.P. and Orban, D. (2012) A Primal-Dual Regularized Interior-Point Method for Convex Quadratic Programs. Mathematical Programming Computation, 4, 71-107.

ABSTRACT: This study presents a modified primal-dual interior point method (MPD-IPM) for solving convex quadratic optimization problems. The modification is performed through linearization of the ...