Search Results for author:
Found 24 papers, 4 papers with code
Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence
The former focuses on the evolution of behaviors (or strategies) in a population, where individuals interact with others and update their strategies based on imitation (or social learning).
XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model
In past years, we have been dedicated to automating user acceptance testing (UAT) process of WeChat Pay, one of the most influential mobile payment applications in China.
Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter
In this study, we present semi-supervised spatio-temporal anomaly detection (AD) monitoring for the physics particle reading channels of the hadronic calorimeter (HCAL) of the CMS using three-dimensional digi-occupancy map data of the DQM.
CCAE: A Corpus of Chinese-based Asian Englishes
The ontology of data would make the corpus a helpful resource with enormous research potential for Asian Englishes (especially for Chinese Englishes for which there has not been a publicly accessible corpus yet so far) and an ideal source for variety-specific language modeling and downstream tasks, thus setting the stage for NLP-based World Englishes studies.
Long-term Visual Localization with Mobile Sensors
Despite the remarkable advances in image matching and pose estimation, image-based localization of a camera in a temporally-varying outdoor environment is still a challenging problem due to huge appearance disparity between query and reference images caused by illumination, seasonal and structural changes.
Exponential Consensus of Multiple Agents over Dynamic Network Topology: Controllability, Connectivity, and Compactness
Based on this notion, it is shown that by designing a proper feedback matrix and under the precompactness assumption, exponential consensus can be reached globally and uniformly if the joint $(\delta, T)$-connectivity and controllability conditions are satisfied, and the synchronization index is not less than one.
On the Reachability and Controllability of Temporal Continuous-Time Linear Networks: A Generic Analysis
This paper investigates the reachability and controllability of temporal continuous-time linear networks from a generic viewpoint, where only the zero-nonzero patterns of subsystem matrices are known.
High-Accuracy Approximation of Evolutionary Pairwise Games on Complex Networks
Previous studies have shown that the topological properties of a complex network, such as heterogeneity and average degree, affect the evolutionary game dynamics on it.
Deep Active Contours for Real-time 6-DoF Object Tracking
Specifically, given an initial pose, we project the object model to the image plane to obtain the initial contour and use a lightweight network to predict how the contour should move to match the true object boundary, which provides the gradients to optimize the object pose.
Evolutionary games and spatial periodicity
We establish a theoretical framework to address evolutionary dynamics of spatial games under strong selection.
The arrow of evolution when the offspring variance is large
The concept of fitness is central to evolution, but it quantifies only the expected number of offspring an individual will produce.
Evolutionary dynamics of zero-determinant strategies in repeated multiplayer games
Here, we use a newly proposed state-clustering method to theoretically analyze the evolutionary dynamics of two representative ZD strategies: generous ZD strategies and extortionate ZD strategies.
State-clustering method of payoff computation in repeated multiplayer games
In this paper, we propose a new method, namely, the state-clustering method to calculate the long-term payoffs in repeated games.
Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method
First, different from traditional studies regarding the WPC modeling as a curve fitting problem, in this paper, we renovate the WPC modeling formulation from a machine vision aspect.
Robust optimal policies for team Markov games
In stochastic dynamic environments, team Markov games have emerged as a versatile paradigm for studying sequential decision-making problems of fully cooperative multi-agent systems.
BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function
This paper proposes an automatic Chinese text categorization method for solving the emergency event report classification problem.
Structure Controllable Text Generation
Controlling the presented forms (or structures) of generated text are as important as controlling the generated contents during neural text generation.
Learning enables adaptation in cooperation for multi-player stochastic games
Interactions among individuals in natural populations often occur in a dynamically changing environment.
PeTar: a high-performance N-body code for modeling massive collisional stellar systems
Until now, only a few realistic million-body simulations of GCs with a small fraction of binaries (5%) have been performed by using the NBODY6++GPU code.
Instrumentation and Methods for Astrophysics Astrophysics of Galaxies
Dual Temporal Memory Network for Efficient Video Object Segmentation
We present an end-to-end network which stores short- and long-term video sequence information preceding the current frame as the temporal memories to address the temporal modeling in VOS.
Efficient Implementation of Second-Order Stochastic Approximation Algorithms in High-Dimensional Problems
Stochastic approximation (SA) algorithms have been widely applied in minimization problems when the loss functions and/or the gradient information are only accessible through noisy evaluations.
BSE versus StarTrack: implementations of new wind, remnant-formation, and natal-kick schemes in NBODY7 and their astrophysical consequences
We find that the SN material fallback causes the convection-asymmetry kick to effectively retain similar number and mass of BHs in clusters as for the standard, momentum-conserving kick.
Solar and Stellar Astrophysics Astrophysics of Galaxies High Energy Astrophysical Phenomena
Correlation of obesity and osteoporosis: Effect of free fatty acids on bone marrow-derived mesenchymal stem cell differentiation
In mouse BMSCs, the Sox9 and Runx2 genes were significantly up-regulated after exposure to CM from FFA-treated adipocytes, while PPARpparγ and CEBP-α were significantly down-regulated.
