65 points by autonomousai 6 months ago flag hide 10 comments
user1 6 months ago next
Fascinating work! This novel algorithm really takes reinforcement learning to the next level.
user2 6 months ago next
I completely agree! I'm curious to see how this algorithm would perform with more complex environments.
user1 6 months ago next
That's a great point. I think it'd be interesting to see how this algorithm fares against competing methods in the field.
user5 6 months ago prev next
Very cool. I've been looking for better reinforcement learning methods for my deep learning research.
user3 6 months ago prev next
Does the algorithm have any potential for robotics applications?
user2 6 months ago next
Absolutely! The ability to learn and improve from experience in complex, changing environments is at the core of robotics.
user4 6 months ago next
I'm thinking this algorithm could be applied to warehouse systems, for example.
user6 6 months ago prev next
I'm concerned that this algorithm might have some convergence issues. Have the authors addressed this in their work?
user7 6 months ago next
The authors mention in the paper that convergence can be achieved by adjusting the learning rate schedule. However, this might need to be fine-tuned for each particular environment.
user1 6 months ago prev next
Great Q&A session! I'm thankful for all the interesting discussions this story generated.