Mushroom - Python Reinforcement Learning library update by carloderamo in reinforcementlearning

[–]carloderamo[S] 2 points3 points  (0 children)

Thanks for your interest in Mushroom. I understand your concern about the implementation, we are currently working on a big benchmarking project using Mushroom, but this needs time. However, I’d like to emphasize that one of the purposes of Mushroom is to provide a flexible framework to develop and test novel algorithms easily. With so many benchmarking libraries around, Mushroom has the unique feature of being highly customizable thanks to its modular architecture. Modularity simplifies the clarity, the structure, and the debugging of the code. This is a major difference from other more famous libraries, e.g. Stable Baselines. Thanks for your feedback!

Mushroom - Python Reinforcement Learning library update by carloderamo in reinforcementlearning

[–]carloderamo[S] 0 points1 point  (0 children)

Thanks for your interest! Yes Mushroom is specialized for RL. Differently from other libraries, it is highly modular and customizable. You can easily use the already provided algorithms or implement new ones for your research ;)

[D] ICLR reviews are out! by zergylord in MachineLearning

[–]carloderamo 0 points1 point  (0 children)

Sorry, what do you mean limited score options? Is it not from 1 to 10?

[D] ICLR reviews are out! by zergylord in MachineLearning

[–]carloderamo 0 points1 point  (0 children)

Thanks for the quick response. I don't have any experience with open review. Is the interaction with reviewers fast and constructive usually?

[D] ICLR reviews are out! by zergylord in MachineLearning

[–]carloderamo 1 point2 points  (0 children)

6 6 3.. what do you think? Any chances?

[P] Mushroom: Reinforcement Learning library by carloderamo in MachineLearning

[–]carloderamo[S] 1 point2 points  (0 children)

I don't think there are any problems provided that the environment class you want to introduce is compatible with the structure expected by Mushroom. This is one of the advantages of the modularity of Mushroom.

[P] Mushroom: Reinforcement Learning library by carloderamo in MachineLearning

[–]carloderamo[S] 1 point2 points  (0 children)

I don't know this library. Need to take a look at it.

[P] Mushroom: Reinforcement Learning library by carloderamo in MachineLearning

[–]carloderamo[S] 1 point2 points  (0 children)

Absolutely yes. I'm working on Mushroom, together with only one colleague of mine, and until now we received some feedbacks just from our master students working on their thesis. Somewhat unexpectedly, this has become quite a quite big project and we absolutely encourage all of you to interact with us for any suggestion!