Jiin Woo

3 papers · 2023–2025 · 2 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) JMLR (1)

Top co-authors

Yuejie Chi (3) Gauri Joshi (3) Laixi Shi (1)

Research topics

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

Keywords

importance averaging (3) federated learning (2) sample complexity (2) linear speedup (2) federated q-learning (2) tabular markov decision process (2) heterogeneous data (1) state-action occupancy distribution (1) multi-agent system (1) pessimistic penalty (1) q-learning (1) offline reinforcement learning (1) reinforcement learning (1) markov decision process (1)

Papers

The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond JMLR 2025 Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices ICML 2024 The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023