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4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@ git clone https://github.com/ActiveInferenceLab/ActiveBlockference.git

cd ActiveBlockference/

# create new python enviornment
# create new python environment

python -m venv cad

Expand All @@ -39,7 +39,7 @@ An active inference agent consists of the following matrices:
### pymdp ~ Active Inference
#### Analysis of actinf_from_scratch pymdp tutorial

The pymdp inference loop has the following steps (for more information visit the official [tutorial](https://pymdp-rtd.readthedocs.io/en/latest/notebooks/active_inference_from_scratch.html):
The pymdp inference loop has the following steps (for more information visit the official [tutorial](https://pymdp-rtd.readthedocs.io/en/latest/notebooks/active_inference_from_scratch.html)):
- initialize prior to the D matrix
- get observation index from `grid_locations`
- (q_s) perform inference over hidden states with `infer_states`, passing in the observation index, the A matrix, and the prior
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