Scientific Research Publishing

A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily Behavioural Trajectories ()

A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily Behavioural Trajectories ...
Scientific Research Publishing

Green Electricity Product Solution in the Background of Electricity Market ()

In the development of a new power system dominated by green energy, green electricity has become a standardized commodity circulating nationwide through market mechanisms. The role of green ...
IEEE

An Optimal Solution to Infinite Horizon Nonlinear Control Problems

Abstract: In this paper, we consider the infinite horizon optimal control problem for nonlinear systems. Under the conditions of controllability of the linearized system around the origin, and ...
IEEE

On the Convergence of Reinforcement Learning in Nonlinear Continuous State Space Problems

Abstract: We consider the problem of Reinforcement Learning for nonlinear stochastic dynamical systems. We show that in the RL setting, there is an inherent "Curse of Variance" in addition to ...