Search Results for author: Kaigui Wu

Found 6 papers, 0 papers with code

Medical Image Segmentation via Sparse Coding Decoder

no code implementations17 Oct 2023 Long Zeng, Kaigui Wu

Transformers have achieved significant success in medical image segmentation, owing to its capability to capture long-range dependencies.

Decoder Image Segmentation +2

A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space

no code implementations30 Aug 2022 Hongzhi Hua, Guixuan Wen, Kaigui Wu

This two algorithms follow the centralized training and decentralized execution (CTDE) paradigm and could handle hybrid action space problems.

Multi-agent Reinforcement Learning reinforcement-learning +1

Deep Multi-Agent Reinforcement Learning with Hybrid Action Spaces based on Maximum Entropy

no code implementations10 Jun 2022 Hongzhi Hua, Kaigui Wu, Guixuan Wen

Multi-agent deep reinforcement learning has been applied to address a variety of complex problems with either discrete or continuous action spaces and achieved great success.

Multi-agent Reinforcement Learning reinforcement-learning +1

Building Decision Forest via Deep Reinforcement Learning

no code implementations1 Apr 2022 Guixuan Wen, Kaigui Wu

Ensemble learning methods whose base classifier is a decision tree usually belong to the bagging or boosting.

Binary Classification Ensemble Learning +2

Cooperative Pathfinding based on Multi-agent RRT* Fixed Node

no code implementations16 Nov 2019 Jinmingwu Jiang, Kaigui Wu

In cooperative pathfinding problems, non-conflict paths that bring several agents from their start location to their destination need to be planned.

Cooperative Pathfinding based on memory-efficient Multi-agent RRT*

no code implementations10 Nov 2019 Jinmingwu Jiang, Kaigui Wu

In cooperative pathfinding problems, no-conflicts paths that bring several agents from their start location to their destination need to be planned.

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