Viliam Lisý

About Viliam Lisý

Viliam Lisý, With an exceptional h-index of 25 and a recent h-index of 20 (since 2020), a distinguished researcher at Ceské vysoké ucení technické v Praze, specializes in the field of Computational Game Theory, Artificial Intelligence, Network Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

Look-ahead Search on Top of Policy Networks in Imperfect Information Games

Generation of Games for Opponent Model Differentiation

Nasimemu: Network attack simulator & emulator for training agents generalizing to novel scenarios

Predicting future malware with generative models

Value Functions for Depth-Limited Solving in Zero-Sum Imperfect-Information Games

Avast-CTU Public CAPE Dataset

Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data

Automated malware classification with human-readable explanations

Viliam Lisý Information

University

Position

___

Citations(all)

2993

Citations(since 2020)

2065

Cited By

1770

hIndex(all)

25

hIndex(since 2020)

20

i10Index(all)

47

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Viliam Lisý Skills & Research Interests

Computational Game Theory

Artificial Intelligence

Network Security

Top articles of Viliam Lisý

Look-ahead Search on Top of Policy Networks in Imperfect Information Games

arXiv preprint arXiv:2312.15220

2023/12/23

Generation of Games for Opponent Model Differentiation

arXiv preprint arXiv:2311.16781

2023/11/28

David Milec
David Milec

H-Index: 0

Viliam Lisý
Viliam Lisý

H-Index: 18

Nasimemu: Network attack simulator & emulator for training agents generalizing to novel scenarios

2023/9/25

Jaromír Janisch
Jaromír Janisch

H-Index: 2

Viliam Lisý
Viliam Lisý

H-Index: 18

Predicting future malware with generative models

2023/4/27

Value Functions for Depth-Limited Solving in Zero-Sum Imperfect-Information Games

Artificial Intelligence

2023/1/1

Avast-CTU Public CAPE Dataset

arXiv preprint arXiv:2209.03188

2022/9/6

Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data

arXiv preprint arXiv:2208.02694

2022/8/4

Viliam Lisý
Viliam Lisý

H-Index: 18

Branislav Bošanský
Branislav Bošanský

H-Index: 16

Automated malware classification with human-readable explanations

2022/7/28

JsonGrinder. jl: automated differentiable neural architecture for embedding arbitrary JSON data

Journal of Machine Learning Research

2022

Viliam Lisý
Viliam Lisý

H-Index: 18

Learning to guess opponent’s information in large partially observable games

AAAI Workshop on Reinforcement Learning in Games

2021

Dominik Seitz
Dominik Seitz

H-Index: 1

Viliam Lisý
Viliam Lisý

H-Index: 18

Continual Depth-limited Responses for Computing Counter-strategies in Sequential Games

arXiv preprint arXiv:2112.12594

2021/12/23

David Milec
David Milec

H-Index: 0

Viliam Lisý
Viliam Lisý

H-Index: 18

Revisiting Game Representations: The Hidden Costs of Efficiency in Sequential Decision-making Algorithms

arXiv preprint arXiv:2112.10890

2023/12

Fast Algorithms for Poker Require Modelling it as a Sequential Bayesian Game

arXiv preprint arXiv:2112.10890

2021/12/20

Rethinking formal models of partially observable multiagent decision making

Artificial Intelligence

2021/11/26

Improving Robustness of Malware Classifiers using Adversarial Strings Generated from Perturbed Latent Representations

arXiv preprint arXiv:2110.11987

2021/10/22

Mill. jl and JsonGrinder. jl: automated differentiable feature extraction for learning from raw JSON data

arXiv preprint arXiv:2105.09107

2021/5/19

Computing Quantal Stackelberg Equilibrium in Extensive-Form Games

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player Games

arXiv preprint arXiv:2009.14521

2020/9/30

Multi-agent Reinforcement Learning in OpenSpiel: A Reproduction Report

arXiv preprint arXiv:2103.00187

2021/2/27

Dinkelbach-type algorithm for computing quantal stackelberg equilibrium

2021/1/7

See List of Professors in Viliam Lisý University(Ceské vysoké ucení technické v Praze)

Co-Authors

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