Runyu Zhang
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(16)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(3)
policy optimization
(2)
nash equilibrium
(2)
markov decision process
(2)
coarse correlated equilibrium
(2)
sample complexity
(1)
regret minimization
(1)
value iteration
(1)
multi-agent learning
(1)
decentralized control
(1)
offline learning
(1)
zero-order optimization
(1)
regret bound
(1)
zero-sum game
(1)
markov game
(1)
risk-sensitive control
(1)
linear quadratic control
(1)
consensus algorithm
(1)
spectral representation
(1)
reward delay
(1)
Papers
Scalable spectral representations for multiagent reinforcement learning in network MDPs
AISTATS 2025
Multi-agent coverage control with transient behavior consideration
L4DC 2024
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity
ICLR 2024
Multi-Agent Reinforcement Learning with Reward Delays
L4DC 2023
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
NeurIPS 2022
Policy Optimization for Markov Games: Unified Framework and Faster Convergence
NeurIPS 2022
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach
L4DC 2020