Liangpeng Zhang

3 papers · 2015–2019 · 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

NeurIPS (2) IJCAI (1)

Top co-authors

Ke Tang (3) Xin Yao (3)

Research topics

Artificial Intelligence (1) Machine Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Applications (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory (1) Probability (1)

Keywords

reinforcement learning (1) markov decision process (1) bellman equation (1) value iteration (1) action selection (1) action value (1) value estimation (1) log-normal distribution (1) state value (1) explicit planning (1) skewness analysis (1) augmented markov decision process (1) optimal exploration scheme (1)

Papers

Explicit Planning for Efficient Exploration in Reinforcement Learning NeurIPS 2019 Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NeurIPS 2017 Increasingly Cautious Optimism for Practical PAC-MDP Exploration IJCAI 2015