conftrace_

multi-agent bandit

10 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) multi-agent system (1819) regret minimization (315) distributed learning (563) sample complexity (1169) ad hoc teamwork (17) information exchange (3) general-sum game (12) communication strategy (5)

Papers

Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits? UAI 2023
A near-optimal high-probability swap-Regret upper bound for multi-agent bandits in unknown general-sum games UAI 2023
Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits NIPS 2022
Near-Optimal Collaborative Learning in Bandits NIPS 2022
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits NIPS 2022
Decentralized Multi-Agent Linear Bandits with Safety Constraints AAAI 2021
Cooperative Multi-Agent Bandits with Heavy Tails ICML 2020
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits AISTATS 2020
Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits IJCAI 2017