Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces

29 March 2024

Papers citing "Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces"

5 / 5 papers shown

Title
Do We Need Transformers to Play FPS Video Games? Karmanbir Batth Krish Sethi Aly Shariff Leo Shi Hetul Patel OffRL AI4CE 20 0 0 24 Apr 2025
Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba Wall Kim Mamba 44 0 0 10 Jan 2025
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning Ge Li Dong Tian Hongyi Zhou Xinkai Jiang Rudolf Lioutikov Gerhard Neumann OffRL 69 2 0 12 Oct 2024
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient Wenlong Wang Ivana Dusparic Yucheng Shi Ke Zhang V. Cahill Mamba 35 0 0 11 Oct 2024
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020