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Showing 2021 · cs.AIShow all
3 papers · 2 filters
cs.AI2021
A Formal Framework for Reasoning about Agents' Independence in Self-organizing Multi-agent Systems
Jieting Luo, Beishui Liao, John-Jules Meyer
Self-organization is a process where a stable pattern is formed by the cooperative behavior between parts of an initially disordered system without external control or influence. I…
cs.AI2021★ 2 cited
Exploiting Transitivity Constraints for Entity Matching in Knowledge Graphs
Jurian Baas, Mehdi Dastani, Ad Feelders
The goal of entity matching in knowledge graphs is to identify entities that refer to the same real-world objects using some similarity metric. The result of entity matching can be…
cs.AI2021
Sparse Training Theory for Scalable and Efficient Agents
Decebal Constantin Mocanu, Elena Mocanu, Tiago Pinto +5
A fundamental task for artificial intelligence is learning. Deep Neural Networks have proven to cope perfectly with all learning paradigms, i.e. supervised, unsupervised, and reinf…