Siming Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Genetic Algorithm

Reinforcement Learning

Real Time Strategy Games

Top Venues

Publications

Ayesha Siddiqua, Siming Liu, Razib Iqbal, Logan Ross, Brian Zweerink, Ryan Eskridge
Information Sharing for Cooperative Robots via Multi-Agent Reinforcement Learning. ROSE (2024)
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)
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 (2024)
Ayesha Siddika Nipu, Siming Liu, Anthony Harris
MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning. CoRR (2024)
Ayesha Siddika Nipu, Siming Liu, Anthony Harris
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. CoRR (2024)
Ayesha Siddika Nipu, Siming Liu, Anthony Harris
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. CoG (2023)
Paul Brackett, Siming Liu, Yan Liu
SC-MAIRL: Semi-Centralized Multi-Agent Imitation Reinforcement Learning. IEEE Access 11 (2023)
Samuel Nack, Razib Iqbal, Siming Liu
SeReIn: Smart Home Sensor Relationship Inference. SoftCOM (2023)
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) (2023)
Ayesha Siddika Nipu, Siming Liu, Anthony Harris
MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning. CoG (2022)
Bryan Dedeurwaerder, Sushil J. Louis, Siming Liu, Nicholas Harris
Routing for bridge inspecting robots using a metaheuristic genetic algorithm. GECCO Companion (2022)
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) (2022)
Sonu Jose, Sushil J. Louis, Sergiu M. Dascalu, Siming Liu
Bayesian Network Structure Learning Using Case-Injected Genetic Algorithms. ICTAI (2020)
Sonu Jose, Siming Liu, Sushil J. Louis, Sergiu Dascalu
Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms. ICTAI (2019)
Nicholas Harris, Siming Liu, Sushil J. Louis, Jim Hung La
A genetic algorithm for multi-robot routing in automated bridge inspection. GECCO (Companion) (2019)
Navin K. Adhikari, Sushil J. Louis, Siming Liu
Multi-objective cooperative co-evolution of micro for RTS games. CEC (2019)
Rahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu
Comparing Three Approaches to Micro in RTS Games. CEC (2019)
Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon
Co-evolving Real-Time Strategy Game Micro. CoRR (2018)
Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon
Co-evolving Real-Time Strategy Game Micro. SSCI (2018)
Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu
Neuroevolution for RTS Micro. CIG (2018)
Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu
Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. CoRR (2018)
Sushil J. Louis, Siming Liu
Multi-objective evolution for 3D RTS Micro. CoRR (2018)
Sushil J. Louis, Tianyi Jiang, Siming Liu
Real-time strategy game micro for tactical training simulations. GECCO (Companion) (2018)
Sushil J. Louis, Siming Liu
Multi-Objective Evolution for 3D RTS Micro. CEC (2018)
Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu
Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. CIG (2018)
Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu
Neuroevolution for RTS Micro. CoRR (2018)
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 (2017)
Siming Liu, Sushil J. Louis, Tianyi Jiang, Rui Wu
Increasing physics realism when evolving micro behaviors for 3D RTS games. CEC (2017)
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)
Siming Liu, Sushil J. Louis, Christopher A. Ballinger
Evolving Effective Microbehaviors in Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games 8 (4) (2016)
Siming Liu, Sushil J. Louis
Comparing Two Representations for Evolving Micro in 3D RTS Games. ICTAI (2016)
Tyler DeWitt, Sushil J. Louis, Siming Liu
Evolving micro for 3D Real-Time Strategy games. CIG (2016)
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) (2016)
Siming Liu, Shamik Sengupta, Sushil J. Louis
Evolving defensive strategies against iterated induction attacks in cognitive radio networks. CEC (2015)
Siming Liu, Sushil J. Louis, Christopher A. Ballinger
Evolving effective micro behaviors in RTS game. CIG (2014)
Siming Liu, Sushil J. Louis, Monica N. Nicolescu
Using CIGAR for finding effective group behaviors in RTS game. CIG (2013)
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)