Learning Communication for Multi-agent Systems

35 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Learning to Communicate with Deep Multi-Agent Reinforcement Learning (2016, background): “Another example of open-ended communication learning in a multi-agent task is given in [8].”
Learning Multiagent Communication with Backpropagation (2016, background): “Giles & Jim [7] use an evolutionary algorithm, rather than reinforcement learning.”
Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks (2016, background): “Another example of open-ended communication learning in a multi-agent task is given in (Giles & Jim, 2002).”
Two Body Problem: Collaborative Visual Task Completion (2019, background): “In AI, multi-agent collaboration has been studied in more conventional [32, 43, 9, 58] and modern settings [53, 28, 79, 35, 56, 61].”
Learning of communication codes in multi-agent reinforcement learning problem (2008, methodology): “As the related studies, [11][12] adopted genetic algorithm for the learning methods and showed that the performance of MAS can be improved by learning communication strings between the agents.”