435 citations · 840 across the 65 of their papers we have counts for
3 papers · 2 filters
Pseudorehearsal in actor-critic agents with neural network function approximation
Vladimir Marochko, Leonard Johard, Manuel Mazzara +1
Catastrophic forgetting has a significant negative impact in reinforcement learning. The purpose of this study is to investigate how pseudorehearsal can change performance of an ac…
Pseudorehearsal in actor-critic agents
Marochko Vladimir, Leonard Johard, Manuel Mazzara
Catastrophic forgetting has a serious impact in reinforcement learning, as the data distribution is generally sparse and non-stationary over time. The purpose of this study is to i…
Pseudorehearsal in value function approximation
Vladimir Marochko, Leonard Johard, Manuel Mazzara
Catastrophic forgetting is of special importance in reinforcement learning, as the data distribution is generally non-stationary over time. We study and compare several pseudorehea…