Zobrazeno 1 - 10
of 8 995
pro vyhledávání: '"Partial observation"'
In science and engineering, machine learning techniques are increasingly successful in physical systems modeling (predicting future states of physical systems). Effectively integrating PDE loss as a constraint of system transition can improve the mod
Externí odkaz:
http://arxiv.org/abs/2412.09116
Autor:
Sekine, Masashi
This paper studies an asset pricing model in a partially observable market with a large number of heterogeneous agents using the mean field game theory. In this model, we assume that investors can only observe stock prices and must infer the risk pre
Externí odkaz:
http://arxiv.org/abs/2410.01352
In this paper, we consider partially observable timed automata endowed with a single clock. A time interval is associated with each transition specifying at which clock values it may occur. In addition, a resetting condition associated to a transitio
Externí odkaz:
http://arxiv.org/abs/2409.05810
This paper is concerned with a class of linear-quadratic stochastic large-population problems with partial information, where the individual agent only has access to a noisy observation process related to the state. The dynamics of each agent follows
Externí odkaz:
http://arxiv.org/abs/2408.09652
Unmanned Aerial Vehicles (UAVs), due to their low cost and high flexibility, have been widely used in various scenarios to enhance network performance. However, the optimization of UAV trajectories in unknown areas or areas without sufficient prior i
Externí odkaz:
http://arxiv.org/abs/2409.00036
Reliable Human Orientation Estimation (HOE) from a monocular image is critical for autonomous agents to understand human intention. Significant progress has been made in HOE under full observation. However, the existing methods easily make a wrong pr
Externí odkaz:
http://arxiv.org/abs/2404.14139
We introduce a general framework for solving partial differential equations (PDEs) using generative diffusion models. In particular, we focus on the scenarios where we do not have the full knowledge of the scene necessary to apply classical solvers.
Externí odkaz:
http://arxiv.org/abs/2406.17763
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Autor:
Reed, Alec, Crowe, Brendan, Albin, Doncey, Achey, Lorin, Hayes, Bradley, Heckman, Christoffer
When exploring new areas, robotic systems generally exclusively plan and execute controls over geometry that has been directly measured. When entering space that was previously obstructed from view such as turning corners in hallways or entering new
Externí odkaz:
http://arxiv.org/abs/2403.11985