Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in
Offline Reinforcement Learning

Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning

4 June 2024

Hao Cheng

Papers citing "Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning"

6 / 6 papers shown

Title
Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces Toshihiro Ota Mamba 31 16 0 29 Mar 2024
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation Mohit Shridhar Lucas Manuelli D. Fox LM&Ro 143 449 0 12 Sep 2022
Instruction-driven history-aware policies for robotic manipulations Pierre-Louis Guhur Shizhe Chen Ricardo Garcia Pinel Makarand Tapaswi Ivan Laptev Cordelia Schmid LM&Ro 89 101 0 11 Sep 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 203 627 0 12 Oct 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 282 1,490 0 27 Feb 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020