conftrace_

Hubertus Franke

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2) L4DC (1)

Top co-authors

Haoran Qiu (3) Weichao Mao (3) Chen Wang (3) Tamer Basar (3) Zbigniew Kalbarczyk (3) Ravishankar Iyer (2)

Research topics

Artificial Intelligence (3) Machine Learning (2) Reinforcement Learning (2) Core AI (2) Methods (2) Applications (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1)

Keywords

multi-agent reinforcement learning (3) coarse correlated equilibrium (2) markov game (2) no-regret learning (1) serverless computing (1) task similarity (1) mean field game (1) cloud resource management (1) optimistic follow-the-regularized-leader (1) function approximation (1) natural actor-critic (1)

Papers

Õ(T^-1) Convergence to (coarse) correlated equilibria in full-information general-sum Markov games L4DC 2024 Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity NeurIPS 2023 A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NeurIPS 2022