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Building embodied autonomous agents capable of participating in social interactions with humans is one of the main challenges in AI.
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How to motivate your dragon: Teaching goal-driven agents to speak and act in fantasy worlds
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Human-level control through deep reinforcement learning
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Pragmatic frames for teaching and learning in human–robot interaction: Review and challenges
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Curiosity-driven exploration by self-supervised prediction
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Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, and Jason Weston. 2020 · 2020
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Language models are few-shot learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 2020
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Language as a cognitive tool to imagine goals in curiosity driven exploration
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Social affordance
Eros Moreira de Carvalho. 2020 · 2020
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David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, and Yoshua Bengio. 2020 · 2020
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On the interaction between supervision and self-play in emergent communication
Ryan Lowe, Abhinav Gupta, Jakob N. Foerster, Douwe Kiela, and Joelle Pineau. 2020 · 2020
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Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, and Arthur Szlam. 2020 · 2020
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The role of roles in uniquely human cognition and sociality
Michael Tomasello. 2020 · 2020
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Learning from other minds: An optimistic critique of reinforcement learning models of social learning
Natalia Vélez and Hyowon Gweon. 2020 · 2020
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Learning to interactively learn and assist
Mark Woodward, Chelsea Finn, and Karol Hausman. 2020 · 2020
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Gated feedback recurrent neural networks
Junyoung Chung, Çaglar Gülçehre, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2075
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