Horizon: Facebook's open source applied reinforcement learning platform J Gauci, E Conti, Y Liang, K Virochsiri, Y He, Z Kaden, V Narayanan, X Ye, ... 2019 International Conference on Machine Learning, 2019 | 103 | 2019 |
Games Research Today: Analyzing the Academic Landscape 2000-2014 E Melcer, THD Nguyen, Z Chen, A Canossa, MS El-Nasr, K Isbister Foundations of Digital Games (FDG 2015), 2015 | 90 | 2015 |
The art of drafting: a team-oriented hero recommendation system for multiplayer online battle arena games Z Chen, THD Nguyen, Y Xu, C Amato, S Cooper, Y Sun, MS El-Nasr Proceedings of the 12th ACM Conference on Recommender Systems, 200-208, 2018 | 54 | 2018 |
Q-deckrec: A fast deck recommendation system for collectible card games Z Chen, C Amato, THD Nguyen, S Cooper, Y Sun, MS El-Nasr 2018 IEEE conference on Computational Intelligence and Games (CIG), 1-8, 2018 | 41 | 2018 |
Eomm: An engagement optimized matchmaking framework Z Chen, S Xue, J Kolen, N Aghdaie, KA Zaman, Y Sun, M Seif El-Nasr Proceedings of the 26th International Conference on World Wide Web, 1143-1150, 2017 | 33 | 2017 |
Player Skill Decomposition in Multiplayer Online Battle Arenas Zhengxing Chen, Yizhou Sun, Magy Seif El-Nasr, Truong-Huy D. Nguyen Meaningful Play, 2016 | 29* | 2016 |
Modeling Individual Differences through Frequent Pattern Mining on Role-Playing Game Actions Zhengxing Chen, Magy Seif El-Nasr, Alessandro Canossa, Jeremy Badler ... Eleventh Artificial Intelligence and Interactive Digital Entertainment …, 2015 | 24* | 2015 |
Analytics-Based AI Techniques for a Better Gaming Experience Truong-Huy D. Nguyen, Zhengxing Chen, Magy Seif El-Nasr Game AI Pro 2: Collected Wisdom of Game AI Professionals, 481-500, 2015 | 20* | 2015 |
Multiplayer video game matchmaking system and methods S Xue, KAU Zaman, N Aghdaie, J Kolen, Z Chen US Patent 10,751,629, 2020 | 8 | 2020 |
StudentLife: assessing mental health, academic performance and behavioral trends of college students using smartphones. 2014 Presented at: 2014 ACM International Joint … R Wang, F Chen, Z Chen, T Li, G Harari, S Tignor, X Zhou, D Ben-Zeev, ... Seattle, WA.[doi: 10.1145/2632048.2632054], 0 | 8 | |
Modeling game avatar synergy and opposition through embedding in multiplayer online battle arena games Z Chen, Y Xu, THD Nguyen, Y Sun, MS El-Nasr arXiv preprint arXiv:1803.10402, 2018 | 7 | 2018 |
September. StudentLife: assessing mental health, academic performance and behavioral trends of college students using smartphones R Wang, F Chen, Z Chen, T Li, G Harari, S Tignor, X Zhou, D Ben-Zeev, ... Proc. 2014 ACM Ubicomp, 3-14, 2014 | 5 | 2014 |
Band-limited soft actor critic model M Campo, Z Chen, L Kung, K Virochsiri, J Wang arXiv preprint arXiv:2006.11431, 2020 | 4 | 2020 |
Analytics-based AI Techniques for Better Gaming Experience, volume 2 of Game AI Pro THD Nguyen, Z Chen, MS El-Nasr CRC Press, Boca Raton, Florida, 2015 | 4 | 2015 |
Reinforcement learning-based product delivery frequency control Y Liu, Z Chen, K Virochsiri, J Wang, J Wu, F Liang Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15355 …, 2021 | 3 | 2021 |
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems T Zhang, D Cheng, Y He, Z Chen, X Dai, L Xiong, F Yan, H Li, Y Chen, ... arXiv preprint arXiv:2207.07187, 2022 | 1 | 2022 |
Personalized Execution Time Optimization for Scheduled Jobs Y Liu, J Wang, Z Chen, I Fox, I Mufti, J Sukumaran, B He, X Sun, F Liang arXiv preprint arXiv:2203.06158, 2022 | 1 | 2022 |
Multiplayer video game matchmaking system and methods S Xue, KAU Zaman, N Aghdaie, J Kolen, Z Chen US Patent 11,344,814, 2022 | | 2022 |
A Validation Tool for Designing Reinforcement Learning Environments R Xu, Z Chen NeurIPS 2021 Causal Sequential Decision Making Workshop, 2021 | | 2021 |
Recommendation Systems for Influencing Player Competence and Engagement in Match-Based Games Z Chen Northeastern University, 2018 | | 2018 |