Microsoft’s MarS: A Game-Changer in Financial Market Simulations Powered by Generative AI A Microsoft Research Asia research team introduces MarS, a financial market simulation engine powered by a Large Market Model, which addresses the unique demands of modeling the market impact of orders while ...
Robust machine learning typically refers to the robustness of machine learning algorithms. For a machine learning algorithm to be considered robust, either the testing error has to be consistent with the training error, or the performance is stable after adding some noise to the dataset. This repo...
This paper conducts a rigorous game-theoretic analysis on multi-task deep learning, providing mathematical insights into the dynamics and interactions of tasks within these models. Multi-task deep learning has attracted significant attention in recent ye
Artificial intelligence (AI) is becoming increasingly important, especially in the medical field. While AI has been used in medicine for some time, its growth in the last decade is remarkable. Specifically, machine learning (ML) and deep learning (DL) te
AlphaPose 4.1k Real-Time and Accurate Multi-Person Pose Estimation&Tracking System attention-is-all-you-need-pytorch 4.1k A PyTorch implementation of the Transformer model in "Attention is All You Need". nmap 4.1k Nmap - the Network Mapper. Github mirror of official SVN repository. Machine-lea...
Figure 2 The Composition of a Two-Player Game Another assumption I can make is that in each match players have a performance number. This number is close to their latent skill, but can vary above or below it, depending on whether the player plays better or worse than their typical level....
a) Transition matrix for the frame annotation that happens before refinement candidates throughout A-SOiD (left), when compared to a random frame selection of these behaviors (right). b) Adjusted mutual information score as a metric to quantify similarity between prior frame (t-1) and refinemen...
Frustration is a common response during game interactions, typically decreasing a user’s engagement and leading to game failure. Artificially intelligent methods capable to automatically detect a user’s level of frustration at an early stage are hence
Creating a rich online learning environment is a challenge and requires thoughtful User Experience Planning (UEP) for the effective presentation of the cou... LP Dringus,MS Cohen - IEEE 被引量: 48发表: 2005年 Design and validation of a dynamometric horseshoe for the measurement of three-dimen...
For simulation to be an effective tool for the development and testing of autonomous vehicles, the simulator must be able to produce realistic safety-critical scenarios with distribution-level accuracy. However, due to the high dimensionality of real-wor