Asynchronous Parallel Policy Gradient Methods for the Linear Quadratic Regulator
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2025.3543128
Abstract: Learning policies in an asynchronous parallel way is essential to numerous successes of reinforcement learning for solving complex problems. However, their convergence has not been rigorously evaluated. To improve the theoretical understanding, we adopt the… read more here.
Keywords: asynchronous parallel; policy gradient; policy; linear quadratic ... See more keywords
Asynchronous Parallel Expected Improvement Matrix-Based Constrained Multi-Objective Optimization for Analog Circuit Sizing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3172408
Abstract: In this brief, we propose an efficient asynchronous parallel expected improvement matrix-based (EIM) constrained multi-objective optimization approach with mixed models for analog circuit sizing. In contrast to other asynchronous methods for single-objective optimization, our method… read more here.
Keywords: multi objective; circuit; parallel expected; asynchronous parallel ... See more keywords
A Seamless Thermal Balance Control Strategy for Asynchronous Parallel Half-Bridge Circuit
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Power Electronics"
DOI: 10.1109/tpel.2025.3540583
Abstract: The asynchronous parallel half-bridge circuit has the characteristics of reliable capacity expansion and easy realization of zero-voltage switching, which can be a promising candidate for large capacity converters using wide bandgap devices. However, it has… read more here.
Keywords: thermal balance; asynchronous parallel; half bridge; parallel half ... See more keywords
Asynchronous parallel disassembly sequence planning method of complex products using discrete multi-objective optimization
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture"
DOI: 10.1177/09544054221077769
Abstract: Disassembly is a necessary link to realize the integrity of product life cycle. Asynchronous Parallel Disassembly (APD) is an important way to achieve efficient disassembly. Due to the asynchronous start of disassembly tasks by operators… read more here.
Keywords: multi objective; disassembly sequence; sequence planning; sequence ... See more keywords