Siming Liu

According to our database, Siming Liu authored at least 35 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Co-Evolving Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation.

Ayesha Siddiqua, Siming Liu, Ayesha Siddika Nipu, Anthony Harris, Yan Liu

IEEE Access, 2024

Information Sharing for Cooperative Robots via Multi-Agent Reinforcement Learning.

Ayesha Siddiqua, Siming Liu, Razib Iqbal, Logan Ross, Brian Zweerink, Ryan Eskridge

Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2024

TIM-MARL: Information Sharing for Multi-Agent Reinforcement Learning in Smart Environments.

Ayesha Siddiqua, Siming Liu, Razib Iqbal, Fahim Ahmed Irfan, Logan Ross, Brian Zweerink

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

A local binary social spider algorithm for feature selection in credit scoring model.

Zaimei Zhang, Yitan Li, Yan Liu, Siming Liu

Appl. Soft Comput., September, 2023

TCE-IDS: Time Interval Conditional Entropy- Based Intrusion Detection System for Automotive Controller Area Networks.

Zhangwei Yu, Yan Liu, Guoqi Xie, Renfa Li, Siming Liu, Laurence T. Yang

IEEE Trans. Ind. Informatics, 2023

SC-MAIRL: Semi-Centralized Multi-Agent Imitation Reinforcement Learning.

Paul Brackett, Siming Liu, Yan Liu

IEEE Access, 2023

SeReIn: Smart Home Sensor Relationship Inference.

Samuel Nack, Razib Iqbal, Siming Liu

Proceedings of the International Conference on Software, 2023

Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation.

Ayesha Siddika Nipu, Siming Liu, Anthony Harris

Proceedings of the IEEE Conference on Games, 2023

An Unsupervised Learning Approach for Smart Home Operational Policy Generation.

Santhi Priya Challa, Razib Iqbal, Siming Liu

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Transfer Learning-based Hybrid Approach for Bayesian Network Structure Learning.

Sonu Jose, Sushil J. Louis, Sergiu Dascalu, Siming Liu

Int. J. Artif. Intell. Tools, 2022

Routing for bridge inspecting robots using a metaheuristic genetic algorithm.

Bryan Dedeurwaerder, Sushil J. Louis, Siming Liu, Nicholas Harris

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning.

Ayesha Siddika Nipu, Siming Liu, Anthony Harris

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2021

MAIDRL: Semi-centralized Multi-Agent Reinforcement Learning using Agent Influence.

Anthony Harris, Siming Liu

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020

Bayesian Network Structure Learning Using Case-Injected Genetic Algorithms.

Sonu Jose, Sushil J. Louis, Sergiu M. Dascalu, Siming Liu

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

2019

Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms.

Sonu Jose, Siming Liu, Sushil J. Louis, Sergiu Dascalu

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A genetic algorithm for multi-robot routing in automated bridge inspection.

Nicholas Harris, Siming Liu, Sushil J. Louis, Jim Hung La

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Comparing Three Approaches to Micro in RTS Games.

Rahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Multi-objective cooperative co-evolution of micro for RTS games.

Navin K. Adhikari, Sushil J. Louis, Siming Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Co-evolving Real-Time Strategy Game Micro.

Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Real-time strategy game micro for tactical training simulations.

Sushil J. Louis, Tianyi Jiang, Siming Liu

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Neuroevolution for RTS Micro.

Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

Evolutionary Multi-objective Optimization of Real-Time Strategy Micro.

Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

Multi-Objective Evolution for 3D RTS Micro.

Sushil J. Louis, Siming Liu

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Evolving Effective Micro Behaviors for Real-Time Strategy Games.

Siming Liu

PhD thesis, 2017

Development of a Swarm UAV Simulator Integrating Realistic Motion Control Models For Disaster Operations.

Kazi Tanvir Ahmed Siddiqui, David Feil-Seifer, Tianyi Jiang, Sonu Jose, Siming Liu, Sushil J. Louis

CoRR, 2017

Parameter estimation of nonlinear nitrate prediction model using genetic algorithm.

Rui Wu, Jose T. Painumkal, John M. Volk, Siming Liu, Sushil J. Louis, Scott Tyler, Sergiu M. Dascalu, Frederick C. Harris Jr.

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Increasing physics realism when evolving micro behaviors for 3D RTS games.

Siming Liu, Sushil J. Louis, Tianyi Jiang, Rui Wu

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Evolving Effective Microbehaviors in Real-Time Strategy Games.

Siming Liu, Sushil J. Louis, Christopher A. Ballinger

IEEE Trans. Comput. Intell. AI Games, 2016

Coevolving Robust Build-Order Iterative Lists for Real-Time Strategy Games.

Christopher A. Ballinger, Sushil J. Louis, Siming Liu

IEEE Trans. Comput. Intell. AI Games, 2016

Comparing Two Representations for Evolving Micro in 3D RTS Games.

Siming Liu, Sushil J. Louis

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Evolving micro for 3D Real-Time Strategy games.

Tyler DeWitt, Sushil J. Louis, Siming Liu

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015

Evolving defensive strategies against iterated induction attacks in cognitive radio networks.

Siming Liu, Shamik Sengupta, Sushil J. Louis

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Evolving effective micro behaviors in RTS game.

Siming Liu, Sushil J. Louis, Christopher A. Ballinger

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2013

Using CIGAR for finding effective group behaviors in RTS game.

Siming Liu, Sushil J. Louis, Monica N. Nicolescu

Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

Comparing heuristic search methods for finding effective group behaviors in RTS game.

Siming Liu, Sushil J. Louis, Monica N. Nicolescu

Proceedings of the IEEE Congress on Evolutionary Computation, 2013