The following paper from SISREL was accepted to ICLR 2024 as a spotlight presentation (366/7262= 5.0%).
Jeonghye Kim, Suyoung Lee, Woojun Kim*, and Youngchul Sung*, “Decision convformer: Local filtering in metaformer is sufficient for decision making,” to be presented at International Conference on Learning Representations (ICLR) , May 2024
We propose Decision ConvFormer, a new decision-maker based on MetaFormer with three convolution filters for offline RL, which excels in decision-making by understanding local associations and has an enhanced generalization capability.
project page : https://beanie00.com/publications/dc
paper link : https://openreview.net/forum?id=af2c8EaKl8