Results 111 to 120 of about 7,347,743 (318)
A Simplified Extension of Physics-Based Single Particle Model for Dynamic Discharge Current
IEEE Access, 2019 The prediction of the battery temperature and terminal voltage under dynamic load condition is crucial for a satellite battery management system. Restricted by parameter measurability and computing resources, equivalent circuit model has been commonly ...
Jinglong Chen +3 more
doaj +1 more source
Learning latent state representation for speeding up exploration [PDF]
2nd Exploration in Reinforcement Learning Workshop at the 36 th
International Conference on Machine Learning, 2019, 2019 Exploration is an extremely challenging problem in reinforcement learning, especially in high dimensional state and action spaces and when only sparse rewards are available. Effective representations can indicate which components of the state are task relevant and thus reduce the dimensionality of the space to explore.
arxiv
Learning-Driven Exploration for Reinforcement Learning [PDF]
arXiv, 2019 Effective and intelligent exploration has been an unresolved problem for reinforcement learning. Most contemporary reinforcement learning relies on simple heuristic strategies such as $\epsilon$-greedy exploration or adding Gaussian noise to actions. These heuristics, however, are unable to intelligently distinguish the well explored and the unexplored
arxiv
Journal of Chemical Theory and Computation, 2019 The semiempirical tight-binding based quantum chemistry method GFN2-xTB is used in the framework of meta-dynamics (MTD) to globally explore chemical compound, conformer, and reaction space.
S. Grimme
semanticscholar +1 more source
China's Planning for Deep Space Exploration and Lunar Exploration before 2030
, 2018 The current lunar exploration has changed from a single scientific exploration to science and resource utilization. On the basis of the previous lunar exploration, Chinese scientists and technical experts have proposed an overall plan to preliminarily ...
Xu Lin, Zou Yongliao, Jia Yingzhuo
semanticscholar +1 more source
Journal of Lightwave Technology, 2018 A detailed analysis of fundamental tradeoffs between ring radius and coupling gap size is presented to draw realistic borders of the possible design space for microring resonators (MRRs).
M. Bahadori +9 more
semanticscholar +1 more source
A Tool for Parameter-space Explorations
Physics Procedia, 2014 4 pages, 5 figures, CSP 2014 ...
Nobuyasu Ito +2 more
openaire +3 more sources
The American Space Exploration Narrative from the Cold War through the Obama Administration [PDF]
arXiv, 2018 We document how the narrative and the policies of space exploration in the U.S. have changed over the past 50 years. We first examine the history of the U.S. space exploration program and also assess three current conditions of space exploration including: (1) the increasing role of the private sector, (2) the influence of global politics, and (3) the ...
arxiv
Design Space Exploration in Cyber-Physical Systems [PDF]
, 2019 Cyber physical systems (CPS) integrate a variety of engineering areas such as control, mechanical and computer engineering in a holistic design effort.
Amir, Maral
core
A case for efficient accelerator design space exploration via Bayesian optimization
International Symposium on Low Power Electronics and Design, 2017 In this paper we propose using machine learning to improve the design of deep neural network hardware accelerators. We show how to adapt multi-objective Bayesian optimization to overcome a challenging design problem: optimizing deep neural network ...
Brandon Reagen +6 more
semanticscholar +1 more source