ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2112.02845
  4. Cited By
Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence
  Model Tackles All SMAC Tasks
v1v2v3 (latest)

Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks

6 December 2021
Linghui Meng
Muning Wen
Yaodong Yang
Chenyang Le
Xiyun Li
Weinan Zhang
Ying Wen
Haifeng Zhang
Jun Wang
Bo Xu
    OffRL
ArXiv (abs)PDFHTML

Papers citing "Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks"

28 / 28 papers shown
Title
PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork
PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork
Hohei Chan
Xinzhi Zhang
Antao Xiang
Weinan Zhang
Mengchen Zhao
77
0
0
10 Nov 2025
Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning
Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Xutong Zhao
Yaqi Xie
88
0
0
09 Aug 2025
Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL
Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL
Claude Formanek
Omayma Mahjoub
Louay Ben Nessir
Sasha Abramowitz
Ruan de Kock
...
Daniel Rajaonarivonivelomanantsoa
Arnol Fokam
Siddarth S. Singh
Ulrich A. Mbou Sob
Arnu Pretorius
OffRL
174
0
0
28 May 2025
Target Return Optimizer for Multi-Game Decision Transformer
Kensuke Tatematsu
Akifumi Wachi
OffRL
215
0
0
04 Mar 2025
Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques
Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques
Natalia Zhang
X. Wang
Qiwen Cui
Runlong Zhou
Sham Kakade
Simon S. Du
OffRL
365
1
0
10 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion Models
MADiff: Offline Multi-agent Learning with Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023
Zhengbang Zhu
Minghuan Liu
Liyuan Mao
Bingyi Kang
Minkai Xu
Yong Yu
Stefano Ermon
Weinan Zhang
DiffMOffRL
667
60
0
03 Jan 2025
Reinforcement Learning Gradients as Vitamin for Online Finetuning
  Decision Transformers
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision TransformersNeural Information Processing Systems (NeurIPS), 2024
Kai Yan
Alex Schwing
Yu-Xiong Wang
OffRLOnRL
202
3
0
31 Oct 2024
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at ScaleAAAI Conference on Artificial Intelligence (AAAI), 2024
Anton Andreychuk
Konstantin Yakovlev
Aleksandr I. Panov
A. Skrynnik
AI4CE
463
13
0
29 Aug 2024
Building Decision Making Models Through Language Model Regime
Building Decision Making Models Through Language Model Regime
Yu Zhang
Haoxiang Liu
Feijun Jiang
Weihua Luo
Kaifu Zhang
154
2
0
12 Aug 2024
Physics-informed Imitative Reinforcement Learning for Real-world Driving
Physics-informed Imitative Reinforcement Learning for Real-world Driving
Hang Zhou
Yihao Qin
Dan Xu
Yiding Ji
OffRL
261
0
0
18 Jun 2024
Position: Foundation Agents as the Paradigm Shift for Decision Making
Position: Foundation Agents as the Paradigm Shift for Decision Making
Xiaoqian Liu
Xingzhou Lou
Jianbin Jiao
Junge Zhang
OffRLLLMAG
308
9
0
27 May 2024
LLM-Based Cooperative Agents using Information Relevance and Plan
  Validation
LLM-Based Cooperative Agents using Information Relevance and Plan Validation
SeungWon Seo
Junhyeok Lee
SeongRae Noh
HyeongYeop Kang
128
0
0
27 May 2024
Variational Offline Multi-agent Skill Discovery
Variational Offline Multi-agent Skill Discovery
Jiayu Chen
Bhargav Ganguly
Tian-Shing Lan
OffRL
441
6
0
26 May 2024
CtRL-Sim: Reactive and Controllable Driving Agents with Offline
  Reinforcement Learning
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning
Luke Rowe
Roger Girgis
Anthony Gosselin
Bruno Carrez
Florian Golemo
Felix Heide
Liam Paull
Christopher Pal
352
12
0
29 Mar 2024
Large Language Models for Robotics: A Survey
Large Language Models for Robotics: A Survey
Fanlong Zeng
Wensheng Gan
Yongheng Wang
Ning Liu
Hechang Chen
Yongheng Wang
Ning Liu
Philip S. Yu
LM&Ro
292
189
0
13 Nov 2023
Diffusion Models for Reinforcement Learning: A Survey
Diffusion Models for Reinforcement Learning: A Survey
Zhengbang Zhu
Hanye Zhao
Haoran He
Yichao Zhong
Shenyu Zhang
Haoquan Guo
Tingting Chen
Weinan Zhang
507
91
0
02 Nov 2023
MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based
  Collaborative Learning
MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning
Jie Liu
Yinmin Zhang
Chuming Li
Chao Yang
Yaodong Yang
Yu Liu
Wanli Ouyang
148
4
0
18 Oct 2023
ProAgent: Building Proactive Cooperative Agents with Large Language
  Models
ProAgent: Building Proactive Cooperative Agents with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023
Ceyao Zhang
Kaijie Yang
Siyi Hu
Zihao Wang
Guanghe Li
...
Xiaojun Chang
Junge Zhang
Feng Yin
Yitao Liang
Yaodong Yang
LM&RoLLMAG
275
110
0
22 Aug 2023
Transformers in Reinforcement Learning: A Survey
Transformers in Reinforcement Learning: A Survey
Pranav Agarwal
A. Rahman
P. St-Charles
Simon J. D. Prince
Samira Ebrahimi Kahou
OffRL
212
27
0
12 Jul 2023
Large Sequence Models for Sequential Decision-Making: A Survey
Large Sequence Models for Sequential Decision-Making: A Survey
Muning Wen
Runji Lin
Hanjing Wang
Yaodong Yang
Ying Wen
Kai Zou
Jun Wang
Haifeng Zhang
Weinan Zhang
LM&RoLRM
224
47
0
24 Jun 2023
How Crucial is Transformer in Decision Transformer?
How Crucial is Transformer in Decision Transformer?
Max Siebenborn
Boris Belousov
Junning Huang
Jan Peters
115
17
0
26 Nov 2022
Pretraining in Deep Reinforcement Learning: A Survey
Pretraining in Deep Reinforcement Learning: A Survey
Zhihui Xie
Zichuan Lin
Junyou Li
Shuai Li
Deheng Ye
OffRLOnRLAI4CE
162
30
0
08 Nov 2022
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for
  Industrial Insertion of Novel Connectors from Vision
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from VisionIEEE International Conference on Robotics and Automation (ICRA), 2022
Ashvin Nair
Brian Zhu
Gokul Narayanan
Eugen Solowjow
Sergey Levine
OffRLOnRL
315
19
0
27 Oct 2022
Generalization with Lossy Affordances: Leveraging Broad Offline Data for
  Learning Visuomotor Tasks
Generalization with Lossy Affordances: Leveraging Broad Offline Data for Learning Visuomotor TasksConference on Robot Learning (CoRL), 2022
Kuan Fang
Patrick Yin
Ashvin Nair
Homer Walke
Ge Yan
Sergey Levine
OffRL
239
30
0
12 Oct 2022
Double Check Your State Before Trusting It: Confidence-Aware
  Bidirectional Offline Model-Based Imagination
Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based ImaginationNeural Information Processing Systems (NeurIPS), 2022
Jiafei Lyu
Xiu Li
Zongqing Lu
OffRL
264
32
0
16 Jun 2022
Mildly Conservative Q-Learning for Offline Reinforcement Learning
Mildly Conservative Q-Learning for Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022
Jiafei Lyu
Xiaoteng Ma
Xiu Li
Zongqing Lu
OffRL
251
132
0
09 Jun 2022
Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in
  Latent Space
Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent SpaceIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Kuan Fang
Patrick Yin
Ashvin Nair
Sergey Levine
OffRL
224
38
0
17 May 2022
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement
  Learning
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2022
Jingqing Ruan
Yali Du
Xuantang Xiong
Dengpeng Xing
Xiyun Li
Linghui Meng
Haifeng Zhang
Jun Wang
Bo Xu
143
35
0
17 Jan 2022
1