6 citations · 6 across the 3 of their papers we have counts for
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cs.LG2020
Understanding the Pathologies of Approximate Policy Evaluation when Combined with Greedification in Reinforcement Learning
Kenny Young, Richard S. Sutton
Despite empirical success, the theory of reinforcement learning (RL) with value function approximation remains fundamentally incomplete. Prior work has identified a variety of path…
cs.LG2018★ 6 cited
Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling
Kenny J. Young, Richard S. Sutton, Shuo Yang
Episodic memory is a psychology term which refers to the ability to recall specific events from the past. We suggest one advantage of this particular type of memory is the ability…