{"total":26,"rows":[{"id":"2202.04129","title":"Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence","created":"2022-02-08","cited_by_count":57,"area":null},{"id":"2302.06606","title":"Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation","created":"2023-02-13","cited_by_count":30,"area":null},{"id":"2302.03673","title":"Breaking the Curse of Multiagents in a Large State Space: RL in Markov Games with Independent Linear Function Approximation","created":"2023-02-07","cited_by_count":27,"area":null},{"id":"2207.14211","title":"Regret Minimization and Convergence to Equilibria in General-sum Markov Games","created":"2022-07-28","cited_by_count":24,"area":null},{"id":"2208.11639","title":"Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path","created":"2022-08-24","cited_by_count":20,"area":null},{"id":"2303.03100","title":"A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games","created":"2023-03-03","cited_by_count":15,"area":null},{"id":"2111.00781","title":"Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure","created":"2021-11-01","cited_by_count":14,"area":null},{"id":"2302.02792","title":"Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning","created":"2023-02-06","cited_by_count":13,"area":null},{"id":"2206.01588","title":"Decentralized Optimistic Hyperpolicy Mirror Descent: Provably No-Regret Learning in Markov Games","created":"2022-06-03","cited_by_count":12,"area":null},{"id":"2204.05466","title":"Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization","created":"2022-04-12","cited_by_count":10,"area":null},{"id":"2307.09470","title":"Multi-Player Zero-Sum Markov Games with Networked Separable Interactions","created":"2023-07-13","cited_by_count":10,"area":null},{"id":"2303.04865","title":"Convergence Rates for Localized Actor-Critic in Networked Markov Potential Games","created":"2023-03-08","cited_by_count":9,"area":null},{"id":"2311.06210","title":"Optimal Cooperative Multiplayer Learning Bandits with Noisy Rewards and No Communication","created":"2023-11-10","cited_by_count":8,"area":null},{"id":"2306.07749","title":"Provably Learning Nash Policies in Constrained Markov Potential Games","created":"2023-06-13","cited_by_count":7,"area":null},{"id":"2401.04934","title":"Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey","created":"2024-01-10","cited_by_count":5,"area":null},{"id":"2602.06348","title":"Adversarial Learning in Games with Bandit Feedback: Logarithmic Pure-Strategy Maximin Regret","created":"2026-02-06","cited_by_count":4,"area":null},{"id":"2306.07465","title":"A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning","created":"2023-06-12","cited_by_count":3,"area":null},{"id":"2407.05286","title":"Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations","created":"2024-07-07","cited_by_count":2,"area":null},{"id":"2210.09026","title":"WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments","created":"2022-10-14","cited_by_count":1,"area":null},{"id":"2210.13064","title":"How Bad is Selfish Driving? Bounding the Inefficiency of Equilibria in Urban Driving Games","created":"2022-10-24","cited_by_count":1,"area":null},{"id":"2302.10825","title":"Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning","created":"2023-02-21","cited_by_count":1,"area":null},{"id":"2602.07205","title":"Online Learning for Uninformed Markov Games: Empirical Nash-Value Regret and Non-Stationarity Adaptation","created":"2026-02-06","cited_by_count":1,"area":null},{"id":"2303.05307","title":"Learning Strategic Value and Cooperation in Multi-Player Stochastic Games through Side Payments","created":"2023-03-09","cited_by_count":0,"area":null},{"id":"2308.08858","title":"Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games","created":"2023-08-17","cited_by_count":0,"area":null},{"id":"2403.07890","title":"$\\widetilde{O}(T^{-1})$ Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games","created":"2024-02-02","cited_by_count":0,"area":null},{"id":"2403.11544","title":"RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model","created":"2024-03-18","cited_by_count":0,"area":null}],"next_cursor":null}