Zobrazeno 1 - 10
of 1 707
pro vyhledávání: '"Li, Xinran"'
Reinforcement learning (RL) has proven to be well-performed and general-purpose in the inventory control (IC). However, further improvement of RL algorithms in the IC domain is impeded due to two limitations of online experience. First, online experi
Externí odkaz:
http://arxiv.org/abs/2406.18351
Autor:
Li, Yuxuan, Dang, Yongdi, Zhang, Sen, Li, Xinran, Chen, Tianle, Choudhury, Pankaj K., Jin, Yi, Xu, Jianbin, Ben-Abdallah, Philippe, Ju, Bing-Feng, Ma, Yungui
Heat shuttling phenomenon is characterized by the presence of a non-zero heat flow between two bodies without net thermal bias on average. It was initially predicted in the context of nonlinear heat conduction within atomic lattices coupled to two ti
Externí odkaz:
http://arxiv.org/abs/2406.15738
Autor:
Li, Yuxuan, Dang, Yongdi, Zhang, Shen, Li, Xinran, Jin, Yi, Ben-Abdallah, Philippe, Xu, Jianbin, Ma, Yungui
Publikováno v:
Physical Review Applied 20, 024061 (2023)
Developing thermal analogues of field-effect transistor could open the door to a low-power and even zero-power communication technology working with heat rather than electricity. These solid-sate devices could also find many applications in the field
Externí odkaz:
http://arxiv.org/abs/2407.00057
Autor:
Zhang, Sen, Dang, Yongdi, Li, Xinran, Li, Yuxuan, Jin, Yi, Choudhury, Pankaj K, Xu, Jianbing, Ma, Yungui
The involvement of evanescent waves in the near-field regime could greatly enhance the spontaneous thermal radiation, offering a unique opportunity to study nanoscale photon-phonon interaction. However, accurately characterizing this subtle phenomeno
Externí odkaz:
http://arxiv.org/abs/2406.10619
Autor:
Shi, Lei, Li, Xinran
Neyman[106]'s seminal work in 1923 has been a milestone in statistics over the century, which has motivated many fundamental statistical concepts and methodology. In this review, we delve into Neyman[106]'s groundbreaking contribution and offer techn
Externí odkaz:
http://arxiv.org/abs/2406.10444
Restless multi-armed bandits (RMABs) have been widely utilized to address resource allocation problems with Markov reward processes (MRPs). Existing works often assume that the dynamics of MRPs are known prior, which makes the RMAB problem solvable f
Externí odkaz:
http://arxiv.org/abs/2406.07992
The test-negative design has become popular for evaluating the effectiveness of post-licensure vaccines using observational data. In addition to its logistical convenience on data collection, the design is also believed to control for the differentia
Externí odkaz:
http://arxiv.org/abs/2406.06980
In multi-agent reinforcement learning (MARL), effective exploration is critical, especially in sparse reward environments. Although introducing global intrinsic rewards can foster exploration in such settings, it often complicates credit assignment a
Externí odkaz:
http://arxiv.org/abs/2405.18110
Autor:
Li, Xinran
This work analyzes unobservable directions of Vision-aided Inertial Navigation System (VINS) and Lidar-aided Inertial Navigation System (LINS) nonlinear model. Under the assumption that there exist two features observed by the camera without occlusio
Externí odkaz:
http://arxiv.org/abs/2404.00066
Autor:
Li, Xinran, Zhang, Jun
Effective communication protocols in multi-agent reinforcement learning (MARL) are critical to fostering cooperation and enhancing team performance. To leverage communication, many previous works have proposed to compress local information into a sin
Externí odkaz:
http://arxiv.org/abs/2312.15600