by instadatahelp | Aug 29, 2023 | AI Blogs
Single Timescale Actor-Critic Method for Solving the Linear Quadratic Regulator with Convergence Guarantees Mo Zhou, Jianfeng Lu; 24(222):1−34, 2023. Abstract We propose a single timescale actor-critic algorithm for solving the linear quadratic regulator (LQR)...
by instadatahelp | Aug 29, 2023 | AI Blogs
The increasing prevalence of cardiovascular diseases (CVDs) highlights the need for affordable and easily accessible tools for continuous cardiac monitoring. While Electrocardiography (ECG) is considered the standard, continuous monitoring remains a challenge. As a...
by instadatahelp | Aug 29, 2023 | AI Blogs
Ill-Posedness of Maximum Likelihood Estimation in Gaussian Process Regression Toni Karvonen, Chris J. Oates; 24(120):1−47, 2023. Abstract Gaussian process regression is widely used in machine learning and statistics, and maximum likelihood estimation is commonly...
by instadatahelp | Aug 29, 2023 | AI Blogs
In this paper, we introduce MLLM-DataEngine, a novel closed-loop system that connects data generation, model training, and evaluation. Despite the advancements in Multimodal Large Language Models (MLLMs) in instruction dataset building and benchmarking, the current...
by instadatahelp | Aug 29, 2023 | AI Blogs
Conditional Distribution Function Estimation Using Neural Networks for Censored and Uncensored Data Authors: Bingqing Hu, Bin Nan; Volume 24, Issue 223, Pages 1-26, 2023. Abstract The majority of research on neural networks focuses on estimating the conditional mean...
