no code implementations • 13 Feb 2024 • Ayesha Siddika Nipu, Siming Liu, Anthony Harris
Multi-Agent Reinforcement Learning (MARL) algorithms are widely adopted in tackling complex tasks that require collaboration and competition among agents in dynamic Multi-Agent Systems (MAS).
no code implementations • 12 Feb 2024 • Ayesha Siddika Nipu, Siming Liu, Anthony Harris
Distributed decision-making in multi-agent systems presents difficult challenges for interactive behavior learning in both cooperative and competitive systems.
no code implementations • 4 Mar 2021 • Yunyong Tang, Siming Liu
Supernova remnant RX J1713. 7-3946 (also named as G347. 3-0. 5) has exhibited largest surface brightness, detailed spectral and shell-type morphology, it is one of the brightest TeV sources.
High Energy Astrophysical Phenomena
no code implementations • 4 Mar 2021 • Mi-Xiang Lan, Hao-Bing Wang, Siyao Xu, Siming Liu, Xue-Feng Wu
Therefore, we conclude that the energy dependence of PD can be used to distinguish these two models for the GRB prompt emission.
High Energy Astrophysical Phenomena
no code implementations • 17 Dec 2020 • Runna Wang, Siming Liu, Anda Xiong, Qi-Hui Chen, Fengrong Zhu
Relativistic electrons in such orbits may be responsible for the almost 100% polarized emission from FRB 121102.
High Energy Physics - Phenomenology
no code implementations • 27 Jan 2020 • Yao Xue, Siming Liu, Yonghui Li, Xueming Qian
In addition, proper receptive field sizes are crucial for crowd analysis due to human size variations.
no code implementations • 27 Mar 2018 • Navin K Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon
Although good long-term macro-strategy and good short-term unit micromanagement both impact real-time strategy games performance, this paper focuses on generating quality micro.
no code implementations • 27 Mar 2018 • Rahul Dubey, Joseph Ghantous, Sushil Louis, Siming Liu
We believe that our results indicate the usefulness of potential fields as a representation, and of evolutionary multi-objective optimization as an approach, for generating good micro.
no code implementations • 27 Mar 2018 • Aavaas Gajurel, Sushil J. Louis, Daniel J Mendez, Siming Liu
This paper evolves neural networks to control movement and attack commands, also called micro, for a group of ranged units skirmishing with a group of melee units.
no code implementations • 8 Mar 2018 • Sushil J. Louis, Siming Liu
We attack the problem of controlling teams of autonomous units during skirmishes in real-time strategy games.