Search Results for author: Kevin Eloff

Found 3 papers, 2 papers with code

Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel

no code implementations4 Nov 2021 Kevin Eloff, Arnu Pretorius, Okko Räsänen, Herman A. Engelbrecht, Herman Kamper

The Speaker is equipped with a vocoder that maps symbols to a continuous waveform, this is passed over a lossy continuous channel, and the Listener needs to map the continuous signal to the concept.

Multi-agent Reinforcement Learning Q-Learning +1

Toward Collaborative Reinforcement Learning Agents that Communicate Through Text-Based Natural Language

1 code implementation20 Jul 2021 Kevin Eloff, Herman A. Engelbrecht

We test the ability of reinforcement learning agents to effectively communicate through discrete word-level symbols and show that the agents are able to sufficiently communicate through natural language with a limited vocabulary.

Navigate reinforcement-learning

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