Shibhansh Dohare
@shibhansh.bsky.social
AI researcher at University of Alberta.
https://shibhansh.github.io/
https://shibhansh.github.io/
Reposted by Shibhansh Dohare
But injecting noise on the weights of quiescent neurons can:
www.nature.com/articles/s41...
So a bit of random homeostatic plasticity should do the trick.
www.nature.com/articles/s41...
So a bit of random homeostatic plasticity should do the trick.
Loss of plasticity in deep continual learning - Nature
The pervasive problem of artificial neural networks losing plasticity in continual-learning settings is demonstrated and a simple solution called the continual backpropagation algorithm is descri...
www.nature.com
November 27, 2024 at 3:00 PM
But injecting noise on the weights of quiescent neurons can:
www.nature.com/articles/s41...
So a bit of random homeostatic plasticity should do the trick.
www.nature.com/articles/s41...
So a bit of random homeostatic plasticity should do the trick.
Reposted by Shibhansh Dohare
This year's (first-ever) RL conference was a breath of fresh air! And now that it's established, the next edition is likely to be even better: Consider sending your best and most original RL work there, and then join us in Edmonton next summer!
The call for papers for RLC is now up! Abstract deadline of 2/14, submission deadline of 2/21!
Please help us spread the word.
rl-conference.cc/callforpaper...
Please help us spread the word.
rl-conference.cc/callforpaper...
RLJ | RLC Call for Papers
rl-conference.cc
December 2, 2024 at 7:37 PM
This year's (first-ever) RL conference was a breath of fresh air! And now that it's established, the next edition is likely to be even better: Consider sending your best and most original RL work there, and then join us in Edmonton next summer!
Reposted by Shibhansh Dohare
Streaming Deep Reinforcement Learning Finally Works, by
M. Elsayed, G. Vasan, A. R. Mahmood, is one of those papers I wish I had written 😅
This paper seems to allow us to do RL with NNs as it should have always been done. Everyone should read it!
arxiv.org/abs/2410.14606
M. Elsayed, G. Vasan, A. R. Mahmood, is one of those papers I wish I had written 😅
This paper seems to allow us to do RL with NNs as it should have always been done. Everyone should read it!
arxiv.org/abs/2410.14606
Streaming Deep Reinforcement Learning Finally Works
Natural intelligence processes experience as a continuous stream, sensing, acting, and learning moment-by-moment in real time. Streaming learning, the modus operandi of classic reinforcement learning ...
arxiv.org
November 27, 2024 at 11:09 PM
Streaming Deep Reinforcement Learning Finally Works, by
M. Elsayed, G. Vasan, A. R. Mahmood, is one of those papers I wish I had written 😅
This paper seems to allow us to do RL with NNs as it should have always been done. Everyone should read it!
arxiv.org/abs/2410.14606
M. Elsayed, G. Vasan, A. R. Mahmood, is one of those papers I wish I had written 😅
This paper seems to allow us to do RL with NNs as it should have always been done. Everyone should read it!
arxiv.org/abs/2410.14606