Liyuan Zheng

3 papers · 2020–2022 · 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 · Silver 🚀 Conference Pioneer

Venues

L4DC (2) AAAI (1)

Top co-authors

Lillian J. Ratliff (2) Tanner Fiez (1) Benjamin Chasnov (1) Lillian Ratliff (1) Baosen Zhang (1) Zane Alumbaugh (1) Yuanyuan Shi (1)

Research topics

Reinforcement Learning (3) Methods (3) Artificial Intelligence (2) Core AI (2) Machine Learning (1) Mathematics & Optimization (1) Robotics (1) Learning Types (1) Optimization (1) Optimization & Theory (1) Systems (1)

Keywords

reinforcement learning (2) policy gradient (1) policy learning (1) regret minimization (1) constraint satisfaction (1) constrained markov decision process (1) upper confidence bound (1) regret bound (1) stackelberg game (1) convex combination (1) cost constraint (1) control-affine system (1) safe exploration (1) vertex network (1) hierarchical interaction (1) game-theoretic reinforcement learning (1)

Papers

Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms AAAI 2022 Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks L4DC 2021 Constrained Upper Confidence Reinforcement Learning L4DC 2020