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Teachable Reinforcement Learning via Advice Distillation


Mar 19, 2022
Olivia Watkins, Trevor Darrell, Pieter Abbeel, Jacob Andreas, Abhishek Gupta

* Published at NeurIPS 2021 

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Explaining Reinforcement Learning Policies through Counterfactual Trajectories


Jan 29, 2022
Julius Frost, Olivia Watkins, Eric Weiner, Pieter Abbeel, Trevor Darrell, Bryan Plummer, Kate Saenko

* Accepted at ICML HILL 2021 Workshop 

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Auto-Tuned Sim-to-Real Transfer


Apr 15, 2021
Yuqing Du, Olivia Watkins, Trevor Darrell, Pieter Abbeel, Deepak Pathak

* ICRA 2021. First two authors contributed equally. Website at https://yuqingd.github.io/autotuned-sim2real/ 

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Hierarchical Text Generation using an Outline


Oct 20, 2018
Mehdi Drissi, Olivia Watkins, Jugal Kalita

* 8 pages, Accepted to International Conference on Natural Language Processing 

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Program Language Translation Using a Grammar-Driven Tree-to-Tree Model


Jul 04, 2018
Mehdi Drissi, Olivia Watkins, Aditya Khant, Vivaswat Ojha, Pedro Sandoval, Rakia Segev, Eric Weiner, Robert Keller

* Accepted at the ICML workshop Neural Abstract Machines & Program Induction v2. 4 pages excluding acknowledgements/references (6 pages total) 

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