A hardware system with a shared memory model and transparent cache consistency, for example, still requires at least one more level of abstraction in order to achieve determinate distributed computation. A hard
A scalable model for a distributed quantum computation is a challenging problem due to the complexity of the problem space provided by the diversity of possible quantum systems, from small-scale quantum devices to large-scale quantum computers. Here, we define a model of scalable distributed gate-...
distributed ADMM algotithms finite-time consensus review of finite-time consensus algorithmsthe proposed finite-time consensus algorithm distributed MPC of constrained linear systems with time-varying terminal sets 具有时变终端集的约束线性系统的分布式MPC introduction preliminaries main results computation ...
In particular, with rich layers of API-abstraction, the ModelScope library offers unified experience to explore state-of-the-art models spanning across domains such as CV, NLP, Speech, Multi-Modality, and Scientific-computation. Model contributors of different areas can integrate models into the Mo...
Key: extension of Dreamer, total propagation computation graph ExpEnv: deepmind control suite Reinforcement Learning with History Dependent Dynamic Contexts Guy Tennenholtz, Nadav Merlis, Lior Shani, Martin Mladenov, Craig Boutilier Key: non-Markov context dynamics, logistic DCMDPs, theoretical analysis,...
Data-driven modelsare based on data. Machine and statistical learning algorithms are used for building such models from data. For this, data need to be explored, usually several models are considered, and finally a model is built through the application of a particular algorithm. This model will...
J.D. Brock and W.B. Ackerman, "Scenarios: A Model of Nondeterminate Computation",International Colloquium on Formalization of Programming Concepts, 1981. K.M. Chandy and L. Lamport, "Distributed Snapshots: Determining Global States of Distributed Systems",ACM Transactions on Computer Systems, Vol...
Nonlinear tracking control enabling a dynamical system to track a desired trajectory is fundamental to robotics, serving a wide range of civil and defense applications. In control engineering, designing tracking control requires complete knowledge of the
This allows much fewer memory costs and thus fewer computation costs. Note that if you use LoRA to finetune the base language model, e.g., Qwen-7B, instead of chat models, e.g., Qwen-7B-Chat, the script automatically switches the embedding and output layer as trainable parameters. This...
Since active disturbances and data noise are fully controlled, the benchmark model offers capabilities that enable the user to design several simulation scenarios, building a deeper understanding of the ML algorithms. Different scenarios were generated where up to 21 disturbances of several types, ...