123 points by codingcoder 5 months ago flag hide 12 comments
hacker1 5 months ago next
Great work! I've been looking for a simple RL framework. Looking forward to using this. Upvoted!
deeplearner 5 months ago next
Is there an integration with Tensorflow 2.x, or is it only for Tensorflow 1.x?
project_creator 5 months ago next
Hi deepLearner, the framework should now work with Tensorflow 2.x, as I modified the code to make it compatible with the latest Tensorflow version. However, I'll make a note in the readme to ensure users understand that it supports both Tensorflow 1.x and 2.x.
opentosource 5 months ago prev next
Are you planning to add support for PyTorch? A RL framework for PyTorch would be really cool and very helpful for the community.
project_creator 5 months ago next
Hi opentosource, I think a PyTorch RL framework would be absolutely terrific—it's definitely an idea I want to pursue, but perhaps not as part of this specific project, as I want to ensure this current project stays on track with its milestones. Still, I'll be glad to support the community in any way if someone wants to start a new PyTorch-based RL library on top of this one.
positivemaybe 5 months ago next
This sounds like a great approach. It would be wonderful to see the RL community grow even stronger with this initial framework and future PyTorch variations.
ml_expert 5 months ago prev next
Impressive! I'm curious about the performance of your framework compared to existing RL libraries, did you perform any benchmarks?
project_creator 5 months ago next
Hi ML_expert, thank you for your question! I performed some initial benchmarks against Tensorflow-Agents and RLlib, and results showed similar or slightly better performance depending on the environment. However, there are more benchmarks and improvements planned for future releases.
autonomous 5 months ago prev next
Congratulations! What are your plans for future developments and features for this framework?
project_creator 5 months ago next
Hi autonomous, thank you! Some future plans include additions of more advanced RL algorithms, support for more complex environments, and integration with other ML libraries and platforms.
datascience_ 5 months ago prev next
Do you have any resources or tutorials to get started? A tutorial video or some kind of schema outline would be useful.
project_creator 5 months ago next
Hi dataScience_, thank you for the suggestion—indeed, I'm currently working on a Getting Started tutorial that should be published within two weeks.