Deep reinforcement learning in World-Earth system models to discover sustainable management strategies
出版年份 2019 全文链接
标题
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies
作者
关键词
-
出版物
CHAOS
Volume 29, Issue 12, Pages 123122
出版商
AIP Publishing
发表日期
2019-12-17
DOI
10.1063/1.5124673
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- When optimization for governing human-environment tipping elements is neither sustainable nor safe
- (2018) Wolfram Barfuss et al. Nature Communications
- A Thought Experiment on Sustainable Management of the Earth System
- (2018) Jobst Heitzig et al. Sustainability
- Trajectories of the Earth System in the Anthropocene
- (2018) Will Steffen et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
- (2018) David Silver et al. SCIENCE
- Sustainability, collapse and oscillations in a simple World-Earth model
- (2017) Jan Nitzbon et al. Environmental Research Letters
- Strategies for sustainable management of renewable resources during environmental change
- (2017) Emilie Lindkvist et al. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- Optimizing Chemical Reactions with Deep Reinforcement Learning
- (2017) Zhenpeng Zhou et al. ACS Central Science
- Mastering the game of Go with deep neural networks and tree search
- (2016) David Silver et al. NATURE
- Planetary Boundaries: Exploring the Safe Operating Space for Humanity
- (2016) Johan Rockström et al. ECOLOGY AND SOCIETY
- Human-level control through deep reinforcement learning
- (2015) Volodymyr Mnih et al. NATURE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Macroscopic description of complex adaptive networks coevolving with dynamic node states
- (2015) Marc Wiedermann et al. PHYSICAL REVIEW E
- Planetary boundaries: Guiding human development on a changing planet
- (2015) W. Steffen et al. SCIENCE
- Modeling experiential learning: The challenges posed by threshold dynamics for sustainable renewable resource management
- (2014) Emilie Lindkvist et al. ECOLOGICAL ECONOMICS
- The topology of non-linear global carbon dynamics: from tipping points to planetary boundaries
- (2013) J M Anderies et al. Environmental Research Letters
- Self-enforcing strategies to deter free-riding in the climate change mitigation game and other repeated public good games
- (2011) J. Heitzig et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A safe operating space for humanity
- (2009) Johan Rockström et al. NATURE
- Tipping elements in the Earth System
- (2009) H. J. Schellnhuber PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Tipping elements in the Earth's climate system
- (2008) T. M. Lenton et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started