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Estimating Q(s,s') with Deep Deterministic Dynamics Gradients

Feb 21, 2020
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski

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Perceptual Values from Observation

May 20, 2019
Ashley D. Edwards, Charles L. Isbell

* Accepted into the Workshop on Self-Supervised Learning at ICML 2019 

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Imitating Latent Policies from Observation

May 24, 2018
Ashley D. Edwards, Himanshu Sahni, Yannick Schroecker, Charles L. Isbell

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Forward-Backward Reinforcement Learning

Mar 27, 2018
Ashley D. Edwards, Laura Downs, James C. Davidson

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Transferring Agent Behaviors from Videos via Motion GANs

Nov 21, 2017
Ashley D. Edwards, Charles L. Isbell Jr

* Deep Reinforcement Learning Symposium, NIPS 2017 

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Cross-Domain Perceptual Reward Functions

Jul 25, 2017
Ashley D. Edwards, Srijan Sood, Charles L. Isbell Jr

* A shorter version of this paper was accepted to RLDM (

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