conftrace_

Derek Yang

3 papers · 2019–2020 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze

Venues

Top co-authors

Li Zhao (3) Tie-yan Liu (3) Tao Qin (3) Zichuan Lin (3) Guangwen Yang (2) Jiang Bian (1)

Research topics

Reinforcement Learning (3) Methods (3) Deep Learning (2) Machine Learning (2) Learning Types · Deep Learning (2) Architectures (1) Core Methods (1) Learning Types · Machine Learning (1)

Keywords

distributional reinforcement learning (2) reward decomposition (2) reinforcement learning (1) sample efficiency (1) value function (1) value function approximation (1) return distribution (1) quantile function (1) value distribution (1) state feature (1) multi-channel reward (1) quantile fraction (1) deep reinforcement learning (1) deep learning algorithm (1) representation learning (1)

Papers

RD$^2$: Reward Decomposition with Representation Decomposition NeurIPS 2020 Distributional Reward Decomposition for Reinforcement Learning NeurIPS 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019