Pseudorehearsal in actor-critic agents with neural network function approximation

no code implementations • 20 Dec 2017 • Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo

Catastrophic forgetting has a significant negative impact in reinforcement learning.

reinforcement-learning Reinforcement Learning (RL)

Pseudorehearsal in value function approximation

no code implementations • 21 Mar 2017 • 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.

Q-Learning reinforcement-learning +1