Cambridge Yang

3 papers · 2019–2023 · 3 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 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) IJCAI (1) NeurIPS (1)

Top co-authors

Michael Carbin (3) Charith Mendis (1) Yewen Pu (1) Michael Littman (1) Michael L. Littman (1) Dr.Saman Amarasinghe (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types · Machine Learning (2) Methods (2) Computer Science (1) Deep Learning (1) Application Areas (1) Applications (1) Architectures (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

sample complexity (2) reinforcement learning (2) policy learning (1) computational complexity (1) optimal control (1) optimal policy (1) compiler optimization (1) linear temporal logic (1) graph neural network (1) reinforcement learning objective (1) uniform continuity (1) superword level parallelism (1) imitation learning (1)

Papers

Computably Continuous Reinforcement-Learning Objectives Are PAC-Learnable AAAI 2023 On the (In)Tractability of Reinforcement Learning for LTL Objectives IJCAI 2022 Compiler Auto-Vectorization with Imitation Learning NeurIPS 2019