1 code implementation • 23 Dec 2023 • Bram Grooten, Tristan Tomilin, Gautham Vasan, Matthew E. Taylor, A. Rupam Mahmood, Meng Fang, Mykola Pechenizkiy, Decebal Constantin Mocanu
Our algorithm improves the agent's focus with useful masks, while its efficient Masker network only adds 0. 2% more parameters to the original structure, in contrast to previous work.
1 code implementation • NeurIPS 2023 • Aleksandra I. Nowak, Bram Grooten, Decebal Constantin Mocanu, Jacek Tabor
The key components of this framework are the pruning and growing criteria, which are repeatedly applied during the training process to adjust the network's sparse connectivity.
1 code implementation • 13 Feb 2023 • Bram Grooten, Ghada Sokar, Shibhansh Dohare, Elena Mocanu, Matthew E. Taylor, Mykola Pechenizkiy, Decebal Constantin Mocanu
Tomorrow's robots will need to distinguish useful information from noise when performing different tasks.
1 code implementation • 22 Mar 2022 • Bram Grooten, Jelle Wemmenhove, Maurice Poot, Jim Portegies
In pursuit of enhanced multi-agent collaboration, we analyze several on-policy deep reinforcement learning algorithms in the recently published Hanabi benchmark.