Junfeng Chen

A comprehensive survey of brain storm optimization algorithms

2017

The development, implementation, variant, and future directions of a new swarm intelligence algorithm, brain storm optimization (BSO) algorithm, are comprehensively surveyed. Brain storm optimization algorithm is a new and promising swarm intelligence algorithm, which simulates …

Efficient User Involvement in Semiautomatic Ontology Matching

2018 · IEEE Transactions on Emerging Topics in Computational Intelligence

Semiautomatic ontology matching poses a new challenge of how to implement an efficient user interactions. To address this challenge, we answer three questions in this paper: (1) when should we activate the interacting process; (2) …

MultiRoboLearn: An open-source Framework for Multi-robot Deep Reinforcement Learning

2022 · arXiv (Cornell University)

It is well known that it is difficult to have a reliable and robust framework to link multi-agent deep reinforcement learning algorithms with practical multi-robot applications. To fill this gap, we propose and build an …