Perceptual Reward Functions. - Ashley D. Edwards; Charles Lee Isbell Jr.; Atsuo Takanishi (CoRR, 2016)

Cross-Domain Perceptual Reward Functions. - Ashley D. Edwards; Charles Lee Isbell Jr. (CoRR, 2017)

Transferring Agent Behaviors from Videos via Motion GANs. - Ashley D. Edwards; Charles Lee Isbell Jr. (CoRR, 2017)

Forward-Backward Reinforcement Learning. - Ashley D. Edwards; Laura Downs; James C. Davidson (CoRR, 2018)

Imitating Latent Policies from Observation. - Ashley D. Edwards; Himanshu Sahni; Yannick Schroecker; Charles L. Isbell Jr. (ICML, 2019)

Perceptual Values from Observation. - Ashley D. Edwards; Charles L. Isbell Jr. (CoRR, 2019)

Emulation and imitation via perceptual goal specifications. - Ashley D. Edwards (2019)

Estimating Q(s,s') with Deep Deterministic Dynamics Gradients. - Ashley D. Edwards; Himanshu Sahni; Rosanne Liu; Jane Hung; Ankit Jain; Rui Wang 052; Adrien Ecoffet; Thomas Miconi; Charles Isbell; Jason Yosinski (ICML, 2020)