Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings
Ye, Deheng, Chen, Guibin, Zhao, Peilin, Qiu, Fuhao, Yuan, Bo, Zhang, Wen, Chen, Sheng, Sun, Mingfei, Li, Xiaoqian, Li, Siqin, Liang, Jing, Lian, Zhenjie, Shi, Bei, Wang, Liang, Shi, Tengfei, Fu, Qiang, Yang, Wei, Huang, Lanxiao
Published in IEEE transaction on neural networks and learning systems (01.03.2022)
Published in IEEE transaction on neural networks and learning systems (01.03.2022)
Get full text
Journal Article
Dressed optical vortex in a hot atomic medium
Huang, Lanxiao, Wang, Zhiguo, Sun, Yanyong, Li, Xinghua, Zhang, Yanpeng
Published in Laser physics letters (01.09.2019)
Published in Laser physics letters (01.09.2019)
Get full text
Journal Article
Discovering Command and Control Channels Using Reinforcement Learning
Wang, Cheng, Kakkar, Akshay, Redino, Chris, Rahman, Abdul, S, Ajinsyam, Clark, Ryan, Radke, Daniel, Cody, Tyler, Huang, Lanxiao, Bowen, Edward
Published in SoutheastCon 2023 (01.04.2023)
Published in SoutheastCon 2023 (01.04.2023)
Get full text
Conference Proceeding
Crafting Customisable Characters with LLMs: Introducing SimsChat, a Persona-Driven Role-Playing Agent Framework
Yang, Bohao, Liu, Dong, Tang, Chen, Xiao, Chenghao, Zhao, Kun, Li, Chao, Yuan, Lin, Yang, Guang, Huang, Lanxiao, Lin, Chenghua
Year of Publication 25.06.2024
Year of Publication 25.06.2024
Get full text
Journal Article
Discovering Command and Control Channels Using Reinforcement Learning
Wang, Cheng, Kakkar, Akshay, Redino, Christopher, Rahman, Abdul, S, Ajinsyam, Clark, Ryan, Radke, Daniel, Cody, Tyler, Huang, Lanxiao, Bowen, Edward
Year of Publication 13.01.2024
Year of Publication 13.01.2024
Get full text
Journal Article
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs
Cody, Tyler, Rahman, Abdul, Redino, Christopher, Huang, Lanxiao, Clark, Ryan, Kakkar, Akshay, Kushwaha, Deepak, Park, Paul, Beling, Peter, Bowen, Edward
Published in 2022 IEEE Conference on Dependable and Secure Computing (DSC) (22.06.2022)
Published in 2022 IEEE Conference on Dependable and Secure Computing (DSC) (22.06.2022)
Get full text
Conference Proceeding
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Wang, Cheng, Redino, Christopher, Clark, Ryan, Rahman, Abdul, Aguinaga, Sal, Murli, Sathvik, Nandakumar, Dhruv, Rao, Roland, Huang, Lanxiao, Radke, Daniel, Bowen, Edward
Published in 2024 IEEE International Conference on Cyber Security and Resilience (CSR) (02.09.2024)
Published in 2024 IEEE International Conference on Cyber Security and Resilience (CSR) (02.09.2024)
Get full text
Conference Proceeding
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain
Huang, Lanxiao, Cody, Tyler, Redino, Christopher, Rahman, Abdul, Kakkar, Akshay, Kushwaha, Deepak, Wang, Cheng, Clark, Ryan, Radke, Daniel, Beling, Peter, Bowen, Edward
Published in 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2022)
Published in 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2022)
Get full text
Conference Proceeding
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Wang, Cheng, Redino, Christopher, Clark, Ryan, Rahman, Abdul, Aguinaga, Sal, Murli, Sathvik, Nandakumar, Dhruv, Rao, Roland, Huang, Lanxiao, Radke, Daniel, Bowen, Edward
Year of Publication 25.06.2024
Year of Publication 25.06.2024
Get full text
Journal Article
Mini Honor of Kings: A Lightweight Environment for Multi-Agent Reinforcement Learning
Liu, Lin, Zhao, Jian, Hu, Cheng, Cao, Zhengtao, Zhao, Youpeng, Ye, Zhenbin, Meng, Meng, Wang, Wenjun, He, Zhaofeng, Li, Houqiang, Lin, Xia, Huang, Lanxiao
Year of Publication 06.06.2024
Year of Publication 06.06.2024
Get full text
Journal Article
GUX-Analyzer: A Deep Multi-modal Analyzer Via Motivational Flow For Game User Experience
Liu, Zhitao, Xie, Ning, Yang, Guobiao, Dou, Jiale, Huang, Lanxiao, Yang, Guang, Yuan, Lin
Year of Publication 22.12.2021
Year of Publication 22.12.2021
Get full text
Journal Article
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
Qu, Yun, Wang, Boyuan, Shao, Jianzhun, Jiang, Yuhang, Chen, Chen, Ye, Zhenbin, Liu, Lin, Yang, Junfeng, Lai, Lin, Qin, Hongyang, Deng, Minwen, Zhuo, Juchao, Ye, Deheng, Fu, Qiang, Yang, Wei, Yang, Guang, Huang, Lanxiao, Ji, Xiangyang
Year of Publication 20.08.2024
Year of Publication 20.08.2024
Get full text
Journal Article
Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective
Gao, Yiming, Liu, Feiyu, Wang, Liang, Lian, Zhenjie, Wang, Weixuan, Li, Siqin, Wang, Xianliang, Zeng, Xianhan, Wang, Rundong, Wang, Jiawei, Fu, Qiang, Yang, Wei, Huang, Lanxiao, Liu, Wei
Year of Publication 23.04.2023
Year of Publication 23.04.2023
Get full text
Journal Article
Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain
Gao, Yiming, Liu, Feiyu, Wang, Liang, Lian, Zhenjie, Zheng, Dehua, Wang, Weixuan, Yang, Wenjin, Li, Siqin, Wang, Xianliang, Chen, Wenhui, Dai, Jing, Fu, Qiang, Yang, Wei, Huang, Lanxiao, Liu, Wei
Year of Publication 28.01.2024
Year of Publication 28.01.2024
Get full text
Journal Article
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs
Cody, Tyler, Rahman, Abdul, Redino, Christopher, Huang, Lanxiao, Clark, Ryan, Kakkar, Akshay, Kushwaha, Deepak, Park, Paul, Beling, Peter, Bowen, Edward
Year of Publication 28.01.2022
Year of Publication 28.01.2022
Get full text
Journal Article
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain
Huang, Lanxiao, Cody, Tyler, Redino, Christopher, Rahman, Abdul, Kakkar, Akshay, Kushwaha, Deepak, Wang, Cheng, Clark, Ryan, Radke, Daniel, Beling, Peter, Bowen, Edward
Year of Publication 06.11.2022
Year of Publication 06.11.2022
Get full text
Journal Article
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning
Wei, Hua, Chen, Jingxiao, Ji, Xiyang, Qin, Hongyang, Deng, Minwen, Li, Siqin, Wang, Liang, Zhang, Weinan, Yu, Yong, Liu, Lin, Huang, Lanxiao, Ye, Deheng, Fu, Qiang, Yang, Wei
Year of Publication 18.09.2022
Year of Publication 18.09.2022
Get full text
Journal Article
Learning Diverse Policies in MOBA Games via Macro-Goals
Gao, Yiming, Shi, Bei, Du, Xueying, Wang, Liang, Chen, Guangwei, Lian, Zhenjie, Qiu, Fuhao, Han, Guoan, Wang, Weixuan, Ye, Deheng, Fu, Qiang, Yang, Wei, Huang, Lanxiao
Year of Publication 27.10.2021
Year of Publication 27.10.2021
Get full text
Journal Article
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Wang, Cheng, Redino, Christopher, Clark, Ryan, Rahman, Abdul, Aguinaga, Sal, Sathvik Murli, Nandakumar, Dhruv, Rao, Roland, Huang, Lanxiao, Radke, Daniel, Bowen, Edward
Published in arXiv.org (25.06.2024)
Get full text
Published in arXiv.org (25.06.2024)
Paper