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Model-Based RL for Mean-Field Games is not Statistically Harder than
  Single-Agent RL
v1v2 (latest)

Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL

8 February 2024
Jiawei Huang
Niao He
Andreas Krause
ArXiv (abs)PDFHTML

Papers citing "Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL"

7 / 7 papers shown
Policy Optimization for Continuous-time Linear-Quadratic Graphon Mean Field Games
Policy Optimization for Continuous-time Linear-Quadratic Graphon Mean Field Games
Philipp Plank
Yufei Zhang
183
1
0
06 Jun 2025
Steering No-Regret Agents in MFGs under Model Uncertainty
Steering No-Regret Agents in MFGs under Model UncertaintyInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Leo Widmer
Jiawei Huang
Niao He
LLMSV
283
2
0
12 Mar 2025
Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics
Zhiyu He
S. Bolognani
Florian Dorfler
Michael Muehlebach
255
5
0
10 Mar 2025
Exploiting Approximate Symmetry for Efficient Multi-Agent Reinforcement
  Learning
Exploiting Approximate Symmetry for Efficient Multi-Agent Reinforcement LearningConference on Learning for Dynamics & Control (L4DC), 2024
Batuhan Yardim
Niao He
AI4CE
230
5
0
27 Aug 2024
Learning to Steer Markovian Agents under Model Uncertainty
Learning to Steer Markovian Agents under Model Uncertainty
Jiawei Huang
Vinzenz Thoma
Zebang Shen
H. Nax
Niao He
432
3
0
14 Jul 2024
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games
Anran Hu
Junzi Zhang
287
7
0
01 May 2024
Networked Communication for Decentralised Agents in Mean-Field Games
Networked Communication for Decentralised Agents in Mean-Field Games
Patrick Benjamin
Alessandro Abate
FedML
469
2
0
05 Jun 2023
1
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