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The Verifier Network role is to match the current represantation state ht with a past couscious state ct-k stored in memory mt-1
- The attention mechanism, eg the Consciousness RNN (we consider using The Perceiver) which selects and combines few elements form the high leve state representation ht into a low-dimentional couscious sub state ct.
- Predictions or actions derived from the sequence of conscious sub-state
- For this experiment, we will consider the Unsupervised RL framework. we want to test the agent ability to to discover high-level abstractions alone.
Factor: