Cooperative target allocationContract net protocolLoad balancingTime sequences problemFor the target attack mission of Unmanned Aerial Vehicle (UAV) swarm, the heterogeneous and large-scale characters usually bring about the uneven allocation problem. In the present work, an improved contract network ...
(Mixed-integer Linear Programming) algorithm. Two types of resources are used one is network resource (bandwidth) another one is server resource (CPU processing level). Limitations:Not suitable for real-time application, because this proposed work takes a high execution time for selecting the ...
A contract network protocol (CNP) algorithm is used to allocate the targets for multi-satellite swarm. Secondly, the physical layer performs multiple one-to-one PE orbit maneuvers based on the target allocation results. To be more realistic, considering the warning range of the evader, the ...
Let’s start with a simple Structure diagram that shows all the pieces—MARL (our learning approach), Q-learning (the algorithm within MARL), Contracts (from economics, for incentives), and Web3 (blockchain-based execution). +---+ | Off-chain RL (Agent & Principal) | | (MARL with Q...
In recent years, with the rapid development of graph neural network techniques such as GCN (Kipf and Welling2016), GAT (Veličković et al.2017), and HAN (Wang et al.2019), models for understanding complex graphs have become easier to achieve. According to the complexity of heterogeneous ...
And so now, if I’m trying to train an algorithm to find a supplier indemnity, I can train one but then I can tell the AI, “Hey, go to my documents, show me situations where we didn’t find this clause”, but we did find words like supplier indemnity and then I can kind...
A new method of software vulnerability detection based on a quantum neural network Article Open access 16 May 2022 Introduction Blockchain is a new application pattern based on technologies such as point-to-point transmission, encryption algorithm, consensus mechanism1 and distributed data storage2. ...
enable data verifiability and improve trust. A smart contract action is automatically triggered when a specific condition in met, hence the encoded algorithm replaces the traditional third-party escrow. This algorithm has to be verified and validated before implementation, knowing that law is code (...
FIG. 5 is a flow diagram illustrating an example process500for a smart contract configurator120according to some implementations. The smart contract configurator120executes processes of deploy, upgrade, migrate to simulate, and undeploy of the smart contract. The process500may include an algorithm perf...
a consensus algorithm to record the immutable data on a blockchain; in response to successfully performing the consensus algorithm, recording, based on invoking the smart contract, the immutable data on the blockchain, wherein the blockchain is stored in a database that has lower storage cost ...