HF RL Explorer

Task: Implement and Compare LSTM Variants with Different Activation Functions

Task: Implement and Compare LSTM Variants with Different Activation Functions: a task in Terminal-Lego-15k (Harbor dataset). Implement a standard LSTM cell and variants that use different activation functions in place of tanh , then compare their behavior on a simple sequence task. This task…

The task

Implement a standard LSTM cell and variants that use different activation functions in place of `tanh`, then compare their behavior on a simple sequence task. This task explores the role of `tanh` in LSTM networks — specifically in the cell state update (input gate) and the output gate — and demonstrates why `tanh`…

Part of PrimeIntellect/Terminal-Lego-15k.