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07/03/2023
Learning to Communicate using Contrastive Learning
Communication is a powerful tool for coordination in multi-agent RL. But...
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06/09/2021
Pretraining Representations for Data-Efficient Reinforcement Learning
Data efficiency is a key challenge for deep reinforcement learning. We a...
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01/25/2021
Emergent Communication under Competition
The literature in modern machine learning has only negative results for ...
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11/30/2018
Systematic Generalization: What Is Required and Can It Be Learned?
Numerous models for grounded language understanding have been recently p...
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04/24/2018