Expand description
Predictive models for AIXI.
This module defines the Predictor trait, which encapsulates the logic
for learning from history and predicting future symbols. Different implementations
provide different complexity vs performance trade-offs.
Structs§
- CtwPredictor
- A predictor using the Action-Conditional CTW algorithm.
- FacCtw
Predictor - A predictor using the Factorized Action-Conditional CTW (FAC-CTW) algorithm.
- Rosa
Predictor - A predictor using the ROSA-Plus (Rapid Online Suffix Automaton + Witten-Bell Smoother) algorithm.
- Rwkv
Predictor - A predictor using the RWKV neural network architecture.
- Zpaq
Predictor - A predictor using ZPAQ as a streaming rate model.
Traits§
- Predictor
- Interface for an AIXI world model.