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06/10/2022
Large-Scale Retrieval for Reinforcement Learning
Effective decision making involves flexibly relating past experiences an...
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01/13/2021
Formalising Concepts as Grounded Abstractions
The notion of concept has been studied for centuries, by philosophers, l...
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09/03/2020
Grounded Language Learning Fast and Slow
Recent work has shown that large text-based neural language models, trai...
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05/14/2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning
We present a method for combining multi-agent communication and traditio...
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02/14/2020
Never Give Up: Learning Directed Exploration Strategies
We propose a reinforcement learning agent to solve hard exploration game...
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12/12/2019
Shaping representations through communication: community size effect in artificial learning systems
Motivated by theories of language and communication that explain why com...
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12/18/2018