long-term dependency problem
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Related concepts
Concepts that appear alongside long-term dependency problem across episodes.
- backward pass
- activation functions (sigmoid, relu)
- backpropagation
- convolutional neural networks (cnns)
- gradient descent
- recurrent neural networks (rnns)
- loss function (objective function, cost function)
- deep reinforcement learning
- vanilla neural networks
- vanishing gradients
- forward pass
- saddle points
- parameter sharing
- learning rate
- exploding gradients
- local minima
- optimization
- stochastic gradient descent (sgd)
- bidirectional rnns
- backpropagation through time (bptt)