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ORCIDSiming Liu 0001
Person information
- affiliation: Missouri State University, MO, USA
- affiliation: University of Nevada Reno, NV, USA
Other persons with the same name
- Siming Liu — disambiguation page
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Books and Theses
- 2017
[b1]Siming Liu:
Evolving Effective Micro Behaviors for Real-Time Strategy Games. University of Nevada, Reno, USA, 2017
Journal Articles
- 2024
- [j7]Ayesha Siddiqua, Siming Liu
, Ayesha Siddika Nipu, Anthony Harris, Yan Liu:
Co-Evolving Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. IEEE Access 12: 99439-99451 (2024) - 2023
- [j6]Paul Brackett, Siming Liu, Yan Liu:
SC-MAIRL: Semi-Centralized Multi-Agent Imitation Reinforcement Learning. IEEE Access 11: 57965-57976 (2023) - [j5]Zaimei Zhang, Yitan Li, Yan Liu, Siming Liu:
A local binary social spider algorithm for feature selection in credit scoring model. Appl. Soft Comput. 144: 110549 (2023) - [j4]Zhangwei Yu, Yan Liu, Guoqi Xie, Renfa Li, Siming Liu, Laurence T. Yang:
TCE-IDS: Time Interval Conditional Entropy- Based Intrusion Detection System for Automotive Controller Area Networks. IEEE Trans. Ind. Informatics 19(2): 1185-1195 (2023) - 2022
- [j3]Sonu Jose, Sushil J. Louis, Sergiu Dascalu, Siming Liu:
Transfer Learning-based Hybrid Approach for Bayesian Network Structure Learning. Int. J. Artif. Intell. Tools 31(7): 2260003:1-2260003:24 (2022) - 2016
- [j2]Siming Liu, Sushil J. Louis, Christopher A. Ballinger:
Evolving Effective Microbehaviors in Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games 8(4): 351-362 (2016) - [j1]Christopher A. Ballinger, Sushil J. Louis, Siming Liu:
Coevolving Robust Build-Order Iterative Lists for Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games 8(4): 363-376 (2016)
Conference and Workshop Papers
- 2024
- [c26]Ayesha Siddiqua, Siming Liu, Razib Iqbal, Fahim Ahmed Irfan, Logan Ross, Brian Zweerink:
TIM-MARL: Information Sharing for Multi-Agent Reinforcement Learning in Smart Environments. CCNC 2024: 1044-1045 - [c25]Ayesha Siddiqua, Siming Liu, Razib Iqbal, Logan Ross, Brian Zweerink, Ryan Eskridge:
Information Sharing for Cooperative Robots via Multi-Agent Reinforcement Learning. ROSE 2024: 1-7 - 2023
- [c24]Santhi Priya Challa, Razib Iqbal, Siming Liu:
An Unsupervised Learning Approach for Smart Home Operational Policy Generation. CCNC 2023: 1-6 - [c23]Ayesha Siddika Nipu, Siming Liu, Anthony Harris:
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. CoG 2023: 1-8 - [c22]Samuel Nack, Razib Iqbal, Siming Liu:
SeReIn: Smart Home Sensor Relationship Inference. SoftCOM 2023: 1-6 - 2022
- [c21]Ayesha Siddika Nipu, Siming Liu, Anthony Harris:
MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning. CoG 2022: 512-515 - [c20]Bryan Dedeurwaerder, Sushil J. Louis, Siming Liu, Nicholas Harris:
Routing for bridge inspecting robots using a metaheuristic genetic algorithm. GECCO Companion 2022: 703-706 - 2021
- [c19]Anthony Harris, Siming Liu:
MAIDRL: Semi-centralized Multi-Agent Reinforcement Learning using Agent Influence. CoG 2021: 1-8 - 2020
- [c18]Sonu Jose, Sushil J. Louis, Sergiu M. Dascalu, Siming Liu:
Bayesian Network Structure Learning Using Case-Injected Genetic Algorithms. ICTAI 2020: 572-579 - 2019
- [c17]Navin K. Adhikari, Sushil J. Louis, Siming Liu:
Multi-objective cooperative co-evolution of micro for RTS games. CEC 2019: 482-489 - [c16]Rahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu:
Comparing Three Approaches to Micro in RTS Games. CEC 2019: 777-784 - [c15]Nicholas Harris, Siming Liu, Sushil J. Louis, Jim Hung La:
A genetic algorithm for multi-robot routing in automated bridge inspection. GECCO (Companion) 2019: 369-370 - [c14]Sonu Jose, Siming Liu, Sushil J. Louis, Sergiu Dascalu:
Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms. ICTAI 2019: 705-712 - 2018
- [c13]Sushil J. Louis, Siming Liu:
Multi-Objective Evolution for 3D RTS Micro. CEC 2018: 1-8 - [c12]Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu:
Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. CIG 2018: 1-8 - [c11]Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu:
Neuroevolution for RTS Micro. CIG 2018: 1-8 - [c10]Sushil J. Louis, Tianyi Jiang, Siming Liu:
Real-time strategy game micro for tactical training simulations. GECCO (Companion) 2018: 1656-1663 - [c9]Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon:
Co-evolving Real-Time Strategy Game Micro. SSCI 2018: 1990-1997 - 2017
- [c8]Rui Wu, Jose T. Painumkal, John M. Volk, Siming Liu, Sushil J. Louis, Scott Tyler, Sergiu M. Dascalu, Frederick C. Harris Jr.:
Parameter estimation of nonlinear nitrate prediction model using genetic algorithm. CEC 2017: 1893-1899 - [c7]Siming Liu, Sushil J. Louis, Tianyi Jiang, Rui Wu:
Increasing physics realism when evolving micro behaviors for 3D RTS games. CEC 2017: 2465-2472 - 2016
- [c6]Tyler DeWitt, Sushil J. Louis, Siming Liu:
Evolving micro for 3D Real-Time Strategy games. CIG 2016: 1-8 - [c5]Siming Liu, Sushil J. Louis:
Comparing Two Representations for Evolving Micro in 3D RTS Games. ICTAI 2016: 722-729 - 2015
- [c4]Siming Liu, Shamik Sengupta, Sushil J. Louis:
Evolving defensive strategies against iterated induction attacks in cognitive radio networks. CEC 2015: 3109-3115 - 2014
- [c3]Siming Liu, Sushil J. Louis, Christopher A. Ballinger:
Evolving effective micro behaviors in RTS game. CIG 2014: 1-8 - 2013
- [c2]Siming Liu, Sushil J. Louis, Monica N. Nicolescu:
Comparing heuristic search methods for finding effective group behaviors in RTS game. IEEE Congress on Evolutionary Computation 2013: 1371-1378 - [c1]Siming Liu, Sushil J. Louis, Monica N. Nicolescu:
Using CIGAR for finding effective group behaviors in RTS game. CIG 2013: 1-8
Informal and Other Publications
- 2024
- [i7]Ayesha Siddika Nipu, Siming Liu, Anthony Harris:
MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning. CoRR abs/2402.07890 (2024) - [i6]Ayesha Siddika Nipu, Siming Liu, Anthony Harris:
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. CoRR abs/2402.08184 (2024) - 2018
- [i5]Sushil J. Louis, Siming Liu:
Multi-objective evolution for 3D RTS Micro. CoRR abs/1803.02943 (2018) - [i4]Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu:
Neuroevolution for RTS Micro. CoRR abs/1803.10288 (2018) - [i3]Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon:
Co-evolving Real-Time Strategy Game Micro. CoRR abs/1803.10314 (2018) - [i2]Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu:
Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. CoRR abs/1803.10316 (2018) - 2017
- [i1]Kazi Tanvir Ahmed Siddiqui, David Feil-Seifer, Tianyi Jiang, Sonu Jose, Siming Liu, Sushil J. Louis:
Development of a Swarm UAV Simulator Integrating Realistic Motion Control Models For Disaster Operations. CoRR abs/1704.07335 (2017)
Coauthor Index
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