← Authors

Anran Hu

3 papers · 2019–2022 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) JMLR (1) NIPS (1)

Top co-authors

Xin Guo (3) Junzi Zhang (2) Matteo Basei (1) Renyuan Xu (1) Yufei Zhang (1)

Keywords

multi-agent reinforcement learning (1) reinforcement learning (1) episodic learning (1) policy gradient (1) global convergence (1) markov decision process (1) nash equilibrium (1) regret bound (1) stochastic game (1) advantage estimation (1) episodic reinforcement learning (1) mean-field game (1) linear-quadratic regulator (1) riccati differential equation (1) fictitious discount (1) finite-horizon mdp (1)

Papers

Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods AAAI 2022
Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon JMLR 2022
Learning Mean-Field Games NIPS 2019