LSTM Rock Paper Scissors
- 3 input nodes (rock/paper/scissors) from your last move
- 3 output nodes predicting your next move
- 2 LSTM layers, each with 40 units
- Softmax output layer
- Trained using truncated backpropagation through time
Click on the "Train" button to train the LSTM using randomly generated repeating sequences. The LSTM will become better at recognizing patterns with more training data. Note that the LSTM also trains while playing games against you.
The LSTM is randomly initialized, so consider running it through some training iterations to improve its performance before playing.
Your score: 0
AI score: 0