HER model don't learn again after load previously learned model.
See original GitHub issueIt seems HER model don’t learn again after load previously learned model.
model = HER.load('her_bit_env', env=env)
model.learn(1000)
model.save("her_bit_env")
I got exactly the same effect after test. Stable baselines v.2.6
Issue Analytics
- State:
- Created 4 years ago
- Comments:5
Top Results From Across the Web
Why Loading a Previously Saved Keras Model Gives ...
Some models take weeks to months to train. This makes it so important to be able to store our models locally and retrieve...
Read more >My machine learning model does not learn. What should I ...
Your training process is not too slow. If your training set is too large, you can extract a smaller sample for training; For...
Read more >How to Save and Load Your Keras Deep Learning Model
In this post, you will discover how to save your Keras models to files and load them up again to make predictions. After...
Read more >Loading a trained Keras model and continue training
The reason for this is that I will have more training data in the future and I do not want to retrain the...
Read more >What should I do when my neural network doesn't learn?
This Medium post, "How to unit test machine learning code," by ... This is because your model should start out close to randomly...
Read more >Top Related Medium Post
No results found
Top Related StackOverflow Question
No results found
Troubleshoot Live Code
Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start FreeTop Related Reddit Thread
No results found
Top Related Hackernoon Post
No results found
Top Related Tweet
No results found
Top Related Dev.to Post
No results found
Top Related Hashnode Post
No results found
Top GitHub Comments
as it is using off-policy algorithms, it does not by default. the most important thing missing would be the replay buffer, that you can save easily by yourself.
@araffin In light of your comment in https://github.com/hill-a/stable-baselines/issues/301#issuecomment-489308597, does HER have a perfect recovery or no?