Siming Liu - RankMe

44 papers B 11C 4Misc 1Journal 14Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Awareness Map Enabled Semi-Centralized MARL for Multi-Robot Collaboration. CCNC Ayesha Siddiqua, Siming Liu, Kevin Mouser, Melony Harris
2025	B	`conf`	Explainable Reinforcement Learning for Multi-Agent Systems. ICTAI Rehab Uddin Shawon, Siming Liu, Ayesha Siddiqua
2024	J	`jnl`	Co-Evolving Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. IEEE Access Ayesha Siddiqua, Siming Liu, Ayesha Siddika Nipu, Anthony Harris, Yan Liu
2024	J	`jnl`	Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. CoRR Ayesha Siddika Nipu, Siming Liu, Anthony Harris
2024	—	`conf`	Information Sharing for Cooperative Robots via Multi-Agent Reinforcement Learning. ROSE Ayesha Siddiqua, Siming Liu, Razib Iqbal, Logan Ross, Brian Zweerink, Ryan Eskridge
2024	J	`jnl`	MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning. CoRR Ayesha Siddika Nipu, Siming Liu, Anthony Harris
2024	C	`conf`	Six Weeks with ROSE: Teacher Perspectives on Computer Science Professional Development. FIE Zihan Zan, Razib Iqbal, Ajay K. Katangur, Siming Liu, Diana Piccolo
2024	—	`conf`	TIM-MARL: Information Sharing for Multi-Agent Reinforcement Learning in Smart Environments. CCNC Ayesha Siddiqua, Siming Liu, Razib Iqbal, Fahim Ahmed Irfan, Logan Ross, Brian Zweerink
2023	J	`jnl`	A local binary social spider algorithm for feature selection in credit scoring model. Appl. Soft Comput. Zaimei Zhang, Yitan Li, Yan Liu, Siming Liu
2023	—	`conf`	An Unsupervised Learning Approach for Smart Home Operational Policy Generation. CCNC Santhi Priya Challa, Razib Iqbal, Siming Liu
2023	C	`conf`	Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation. CoG Ayesha Siddika Nipu, Siming Liu, Anthony Harris
2023	J	`jnl`	SC-MAIRL: Semi-Centralized Multi-Agent Imitation Reinforcement Learning. IEEE Access Paul Brackett, Siming Liu, Yan Liu
2023	Misc	`conf`	SeReIn: Smart Home Sensor Relationship Inference. SoftCOM Samuel Nack, Razib Iqbal, Siming Liu
2023	J	`jnl`	TCE-IDS: Time Interval Conditional Entropy- Based Intrusion Detection System for Automotive Controller Area Networks. IEEE Trans. Ind. Informatics Zhangwei Yu, Yan Liu, Guoqi Xie, Renfa Li, Siming Liu, Laurence T. Yang
2022	C	`conf`	MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning. CoG Ayesha Siddika Nipu, Siming Liu, Anthony Harris
2022	—	`conf`	Routing for bridge inspecting robots using a metaheuristic genetic algorithm. GECCO Companion Bryan Dedeurwaerder, Sushil J. Louis, Siming Liu, Nicholas Harris
2022	J	`jnl`	Transfer Learning-based Hybrid Approach for Bayesian Network Structure Learning. Int. J. Artif. Intell. Tools Sonu Jose, Sushil J. Louis, Sergiu Dascalu, Siming Liu
2021	C	`conf`	MAIDRL: Semi-centralized Multi-Agent Reinforcement Learning using Agent Influence. CoG Anthony Harris, Siming Liu
2020	B	`conf`	Bayesian Network Structure Learning Using Case-Injected Genetic Algorithms. ICTAI Sonu Jose, Sushil J. Louis, Sergiu M. Dascalu, Siming Liu
2019	—	`conf`	A genetic algorithm for multi-robot routing in automated bridge inspection. GECCO (Companion) Nicholas Harris, Siming Liu, Sushil J. Louis, Jim Hung La
2019	B	`conf`	Comparing Three Approaches to Micro in RTS Games. CEC Rahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu
2019	B	`conf`	Multi-objective cooperative co-evolution of micro for RTS games. CEC Navin K. Adhikari, Sushil J. Louis, Siming Liu
2019	B	`conf`	Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms. ICTAI Sonu Jose, Siming Liu, Sushil J. Louis, Sergiu Dascalu
2018	—	`conf`	Co-evolving Real-Time Strategy Game Micro. SSCI Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon
2018	J	`jnl`	Co-evolving Real-Time Strategy Game Micro. CoRR Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon
2018	—	`conf`	Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. CIG Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu
2018	J	`jnl`	Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. CoRR Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu
2018	B	`conf`	Multi-Objective Evolution for 3D RTS Micro. CEC Sushil J. Louis, Siming Liu
2018	J	`jnl`	Multi-objective evolution for 3D RTS Micro. CoRR Sushil J. Louis, Siming Liu
2018	—	`conf`	Neuroevolution for RTS Micro. CIG Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu
2018	J	`jnl`	Neuroevolution for RTS Micro. CoRR Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu
2018	—	`conf`	Real-time strategy game micro for tactical training simulations. GECCO (Companion) Sushil J. Louis, Tianyi Jiang, Siming Liu
2017	J	`jnl`	Development of a Swarm UAV Simulator Integrating Realistic Motion Control Models For Disaster Operations. CoRR Kazi Tanvir Ahmed Siddiqui, David Feil-Seifer, Tianyi Jiang, Sonu Jose, Siming Liu, Sushil J. Louis
2017	—	`—`	Evolving Effective Micro Behaviors for Real-Time Strategy Games. Siming Liu
2017	B	`conf`	Increasing physics realism when evolving micro behaviors for 3D RTS games. CEC Siming Liu, Sushil J. Louis, Tianyi Jiang, Rui Wu
2017	B	`conf`	Parameter estimation of nonlinear nitrate prediction model using genetic algorithm. CEC Rui Wu, Jose T. Painumkal, John M. Volk, Siming Liu, Sushil J. Louis, Scott Tyler, Sergiu M. Dascalu, Frederick C. Harris Jr.
2016	J	`jnl`	Coevolving Robust Build-Order Iterative Lists for Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games Christopher A. Ballinger, Sushil J. Louis, Siming Liu
2016	B	`conf`	Comparing Two Representations for Evolving Micro in 3D RTS Games. ICTAI Siming Liu, Sushil J. Louis
2016	J	`jnl`	Evolving Effective Microbehaviors in Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games Siming Liu, Sushil J. Louis, Christopher A. Ballinger
2016	—	`conf`	Evolving micro for 3D Real-Time Strategy games. CIG Tyler DeWitt, Sushil J. Louis, Siming Liu
2015	B	`conf`	Evolving defensive strategies against iterated induction attacks in cognitive radio networks. CEC Siming Liu, Shamik Sengupta, Sushil J. Louis
2014	—	`conf`	Evolving effective micro behaviors in RTS game. CIG Siming Liu, Sushil J. Louis, Christopher A. Ballinger
2013	B	`conf`	Comparing heuristic search methods for finding effective group behaviors in RTS game. IEEE Congress on Evolutionary Computation Siming Liu, Sushil J. Louis, Monica N. Nicolescu
2013	—	`conf`	Using CIGAR for finding effective group behaviors in RTS game. CIG Siming Liu, Sushil J. Louis, Monica N. Nicolescu