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Project

ELSA: Empathy learning, socially-aware agents

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Attribution-NonCommercial-NoDerivatives 4.0 International

Affective Computing Group 

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Publication

Hierarchical reinforcement learning for open-domain dialog

Saleh, A.*, Jaques, N.*, Ghandeharioun, A., Shen, J. H., & Picard, R. (2020). Hierarchical reinforcement learning for open-domain dialog. AAAI 2020.

Publication

Approximating interactive human evaluation with self-play for open-domain dialog systems

Ghandeharioun, A.*, Shen, J. H.*, Jaques, N.*, Ferguson, C., Jones, N., Lapedriza, A., & Picard, R. (2019). Approximating interactive human evaluation with self-play for open-domain dialog systems. In Advances in Neural Information Processing Systems (pp. 13658-13669).

Publication

Way off-policy batch deep reinforcement learning of implicit human preferences in dialog

Jaques N., Ghandeharioun, A., Shen, J., Ferguson, C., Jones, N., Lapedriza, A., Gu, S., Picard, R. (2019). Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog, NeurIPS workshop, Conversational AI.