Zobrazeno 1 - 10
of 359
pro vyhledávání: '"Lu,Jiaming"'
Autor:
Lu, Jiaming, Zhu, Rong J. B.
In high-dimensional settings, Bayesian optimization (BO) can be expensive and infeasible. The random embedding Bayesian optimization algorithm is commonly used to address high-dimensional BO challenges. However, this method relies on the effective su
Externí odkaz:
http://arxiv.org/abs/2408.04860
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
Autor:
Ruan, Jingqing, Li, Ziyue, Wei, Hua, Jiang, Haoyuan, Lu, Jiaming, Xiong, Xuantang, Mao, Hangyu, Zhao, Rui
Effective multi-intersection collaboration is pivotal for reinforcement-learning-based traffic signal control to alleviate congestion. Existing work mainly chooses neighboring intersections as collaborators. However, quite an amount of congestion, ev
Externí odkaz:
http://arxiv.org/abs/2405.17152
Autor:
Jiang, Haoyuan, Li, Ziyue, Wei, Hua, Xiong, Xuantang, Ruan, Jingqing, Lu, Jiaming, Mao, Hangyu, Zhao, Rui
The effectiveness of traffic light control has been significantly improved by current reinforcement learning-based approaches via better cooperation among multiple traffic lights. However, a persisting issue remains: how to obtain a multi-agent traff
Externí odkaz:
http://arxiv.org/abs/2404.12090
Autor:
Daugherty, Michael C., Jacobse, Peter H., Jiang, Jingwei, Jornet-Somoza, Joaquim, Dorit, Reis, Wang, Ziyi, Lu, Jiaming, McCurdy, Ryan, Rubio, Angel, Louie, Steven G., Crommie, Michael F., Fischer, Felix R.
The integration of low-energy states into bottom-up engineered graphene nanoribbons (GNRs) is a robust strategy for realizing materials with tailored electronic band structure for nanoelectronics. Low-energy zero-modes (ZMs) can be introduced into na
Externí odkaz:
http://arxiv.org/abs/2402.15882
Reinforcement learning has been revolutionizing the traditional traffic signal control task, showing promising power to relieve congestion and improve efficiency. However, the existing methods lack effective learning mechanisms capable of absorbing d
Externí odkaz:
http://arxiv.org/abs/2312.14532
Autor:
Chen, Henry H. H., Lu, Jiaming
The prevailing principle of "Optimism in the Face of Uncertainty" advocates for the incorporation of an exploration bonus, generally assumed to be proportional to the inverse square root of the visit count ($1/\sqrt{n}$), where $n$ is the number of v
Externí odkaz:
http://arxiv.org/abs/2310.17538
In recent years, sketch-based 3D shape retrieval has attracted growing attention. While many previous studies have focused on cross-modal matching between hand-drawn sketches and 3D shapes, the critical issue of how to handle low-quality and noisy sa
Externí odkaz:
http://arxiv.org/abs/2308.05948
Publikováno v:
PLoS ONE. 11/18/2024, Vol. 19 Issue 11, p1-23. 23p.
Publikováno v:
In Neuroscience 22 November 2024 561:87-91
Autor:
Zou, Zhenhua, Huang, Chengquan, Lang, Megan W., Du, Ling, McCarty, Greg, Ingebritsen, Jeffrey C., Harner, Jane, Griffin, Rusty, Gong, Weishu, Lu, Jiaming
Publikováno v:
In Science of the Total Environment 20 October 2024 948