EWC

class cl_gym.algorithms.EWC(backbone, benchmark, params, fisher_lambda: float = 50.0, fisher_sample_size: int = 128)[source]

Bases: cl_gym.algorithms.base.ContinualAlgorithm

Elastic Weight Consolidation
By Kirkpatricka et al. : https://arxiv.org/abs/1612.00796.pdf
training_step(task_id, inp, targ, optimizer, criterion)[source]
training_task_end()[source]
ERRingBuffer OGD