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2406.05427
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Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
8 June 2024
Qi Lv
Xiang Deng
Gongwei Chen
Michael Yu Wang
Liqiang Nie
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Papers citing
"Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL"
11 / 11 papers shown
Title
Overflow Prevention Enhances Long-Context Recurrent LLMs
Assaf Ben-Kish
Itamar Zimerman
M. Jehanzeb Mirza
James R. Glass
Leonid Karlinsky
Raja Giryes
LRM
29
0
0
12 May 2025
Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
Qi Lv
Hao Li
Xiang Deng
Rui Shao
Yinchuan Li
Jianye Hao
Longxiang Gao
Michael Yu Wang
Liqiang Nie
41
0
0
13 Mar 2025
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
Wenlong Wang
Ivana Dusparic
Yucheng Shi
Ke Zhang
V. Cahill
Mamba
128
0
0
11 Oct 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
Zaijing Li
Yuquan Xie
Rui Shao
Gongwei Chen
Dongmei Jiang
Liqiang Nie
51
18
0
07 Aug 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
Xiaojie Li
Yibo Yang
Jianlong Wu
Bernard Ghanem
Liqiang Nie
Min Zhang
Mamba
36
5
0
08 Jul 2024
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog
Haoyu Zhang
Meng Liu
Yaowei Wang
Da Cao
Weili Guan
Liqiang Nie
28
0
0
11 Oct 2023
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
Yevgen Chebotar
Q. Vuong
A. Irpan
Karol Hausman
F. Xia
...
Brianna Zitkovich
Tomas Jackson
Kanishka Rao
Chelsea Finn
Sergey Levine
OffRL
121
81
0
18 Sep 2023
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
Huayu Chen
Cheng Lu
Chengyang Ying
Hang Su
Jun Zhu
DiffM
OffRL
103
105
0
29 Sep 2022
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
Taku Yamagata
Ahmed Khalil
Raúl Santos-Rodríguez
OffRL
160
72
0
08 Sep 2022
Planning with Diffusion for Flexible Behavior Synthesis
Michael Janner
Yilun Du
J. Tenenbaum
Sergey Levine
DiffM
202
627
0
20 May 2022
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov
Ashvin Nair
Sergey Levine
OffRL
214
838
0
12 Oct 2021
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