Runyu Zhang
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(12)
π
Conference Pioneer
Conferences
L4DC (3)
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
coarse correlated equilibrium
(2)
policy optimization
(2)
nash equilibrium
(2)
multi-agent reinforcement learning
(2)
multi-agent learning
(1)
decentralized control
(1)
zero-order optimization
(1)
regret bound
(1)
zero-sum game
(1)
markov game
(1)
linear quadratic control
(1)
consensus algorithm
(1)
reward delay
(1)
markov potential game
(1)
distributed reinforcement learning
(1)
multi-agent system
(1)
softmax policy
(1)
density function estimation
(1)
gradient play
(1)
transient behavior
(1)
Papers
Scalable spectral representations for multiagent reinforcement learning in network MDPs
AISTATS 2025
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity
ICLR 2024
Multi-agent coverage control with transient behavior consideration
L4DC 2024
Multi-Agent Reinforcement Learning with Reward Delays
L4DC 2023
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
NIPS 2022
Policy Optimization for Markov Games: Unified Framework and Faster Convergence
NIPS 2022
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach
L4DC 2020