Reward Propagation Using Graph Convolutional Networks

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Reward Propagation Using Graph Convolutional Networks

6 October 2020

Martin Klissarov

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Papers citing "Reward Propagation Using Graph Convolutional Networks"

13 / 13 papers shown

Title
Transductive Reward Inference on Graph B. Qu Xiaofeng Cao Qing Guo Yi Chang Ivor W. Tsang Chengqi Zhang OffRL 104 0 0 06 Feb 2024
On Addressing the Limitations of Graph Neural Networks Sitao Luan GNN 82 5 0 22 Jun 2023
Deep Laplacian-based Options for Temporally-Extended Exploration Martin Klissarov Marlos C. Machado OffRL 94 20 0 26 Jan 2023
Reward Shaping Using Convolutional Neural Network Hani Sami Hadi Otrok Jamal Bentahar Azzam Mourad Ernesto Damiani 56 3 0 30 Oct 2022
Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward Tengyu Xu Yue Wang Shaofeng Zou Yingbin Liang OffRL 70 13 0 13 Jun 2022
Off-Beat Multi-Agent Reinforcement Learning Wei Qiu Weixun Wang Rongpin Wang Bo An Yujing Hu S. Obraztsova Zinovi Rabinovich Jianye Hao Yingfeng Chen Changjie Fan OffRL 51 2 0 27 May 2022
Dealing with Sparse Rewards Using Graph Neural Networks Matvey Gerasyov Ilya Makarov 51 2 0 25 Mar 2022
Shaping Advice in Deep Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 35 0 0 19 Feb 2022
Flexible Option Learning Martin Klissarov Doina Precup OffRL 77 26 0 06 Dec 2021
Neural Algorithmic Reasoners are Implicit Planners Andreea Deac Petar Velivcković Ognjen Milinković Pierre-Luc Bacon Jian Tang Mladen Nikolic OffRL 72 24 0 11 Oct 2021
Off-Policy Reinforcement Learning with Delayed Rewards Beining Han Zhizhou Ren Zuofan Wu Yuanshuo Zhou Jian-wei Peng OffRL 69 33 0 22 Jun 2021
Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing Charlie Blake Vitaly Kurin Maximilian Igl Shimon Whiteson AI4CE 98 13 0 01 Mar 2021
Transfer Learning in Deep Reinforcement Learning: A Survey Zhuangdi Zhu Kaixiang Lin Anil K. Jain Jiayu Zhou OffRL LRM 116 602 0 16 Sep 2020