33 citations · 80 across the 7 of their papers we have counts for
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cs.LG2018★ 14 cited
Randomized Value Functions via Multiplicative Normalizing Flows
Ahmed Touati, Harsh Satija, Joshua Romoff +2
Randomized value functions offer a promising approach towards the challenge of efficient exploration in complex environments with high dimensional state and action spaces. Unlike t…
cs.LG2018★ 33 cited
Decoupling Dynamics and Reward for Transfer Learning
Amy Zhang, Harsh Satija, Joelle Pineau
Current reinforcement learning (RL) methods can successfully learn single tasks but often generalize poorly to modest perturbations in task domain or training procedure. In this wo…