Yongshuai Liu

3 papers · 2020–2021 · 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 · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACML (1) IJCAI (1)

Top co-authors

Xin Liu (3) Avishai Halev (1) Jiaxin Ding (1)

Research topics

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

Keywords

policy optimization (3) constraint satisfaction (2) constrained markov decision process (2) cumulative constraint (2) reward maximization (1) safe reinforcement learning (1) safety constraint (1) model-free reinforcement learning (1) policy network (1) constrained policy optimization (1) interior point method (1) logarithmic barrier function (1) time series smoothing (1) data correction constraint (1) reinforcement learning (1) real-time smoothing (1) constrained reinforcement learning (1) constrained optimization (1) continuous control (1)

Papers

CTS2: Time Series Smoothing with Constrained Reinforcement Learning ACML 2021 Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021 IPO: Interior-Point Policy Optimization under Constraints AAAI 2020