A step toward reducing air pollution in top Asian economies: The role of green energy, eco-innovation, and environmental taxes

F Chien, M Sadiq, MA Nawaz, MS Hussain… - Journal of environmental …, 2021 - Elsevier
Environmental degradation is significantly studied both in the past and the current literature;
however, steps towards reducing the environmental pollution in carbon emission and haze …

Dual mirror descent for online allocation problems

S Balseiro, H Lu, V Mirrokni - International Conference on …, 2020 - proceedings.mlr.press
We consider online allocation problems with concave revenue functions and resource
constraints, which are central problems in revenue management and online advertising. In …

The impact of renewable energy transition, green growth, green trade and green innovation on environmental quality: Evidence from top 10 green future countries

S Wei, W Jiandong, H Saleem - Frontiers in Environmental Science, 2023 - frontiersin.org
This analysis investigates the impact of renewable energy consumption, green economic
growth, green technology, green trade, and inward financial inflow on environmental quality …

Network revenue management with nonparametric demand learning:\sqrt {T}-regret and polynomial dimension dependency

S Miao, Y Wang - Available at SSRN 3948140, 2021 - papers.ssrn.com
This paper studies the classic price-based network revenue management (NRM) problem
with demand learning. The retailer dynamically decides prices of n products over a finite …

The role of environmental taxes and stringent environmental policies in attaining the environmental quality: Evidence from OECD and non-OECD countries

M Chen, W Jiandong, H Saleem - Frontiers in Environmental Science, 2022 - frontiersin.org
Numerous economies focus on attaining a clean environment by applying environmental
policies and green technology. This study examined the impact of GDP growth, non …

Non-stationary bandits with knapsacks

S Liu, J Jiang, X Li - Advances in Neural Information …, 2022 - proceedings.neurips.cc
In this paper, we study the problem of bandits with knapsacks (BwK) in a non-stationary
environment. The BwK problem generalizes the multi-arm bandit (MAB) problem to model …

A stability principle for learning under non-stationarity

C Huang, K Wang - arXiv preprint arXiv:2310.18304, 2023 - arxiv.org
We develop a versatile framework for statistical learning in non-stationary environments. In
each time period, our approach applies a stability principle to select a look-back window that …

The benefits of delay to online decision-making

Y Xie, W Ma, L Xin - Available at SSRN 4248326, 2023 - papers.ssrn.com
Real-time decisions are usually irrevocable in many contexts of online decision-making.
One common practice is delaying real-time decisions so that the decision-maker can gather …

Degeneracy is ok: Logarithmic regret for network revenue management with indiscrete distributions

J Jiang, W Ma, J Zhang - arXiv preprint arXiv:2210.07996, 2022 - arxiv.org
We study the classical Network Revenue Management (NRM) problem with accept/reject
decisions and $ T $ IID arrivals. We consider a distributional form where each arrival must …

Constant approximation for network revenue management with Markovian-correlated customer arrivals

J Jiang - arXiv preprint arXiv:2305.05829, 2023 - arxiv.org
The Network Revenue Management (NRM) problem is a well-known challenge in dynamic
decision-making under uncertainty. In this problem, fixed resources must be allocated to …