policy
endoscopic-tumor-detection-dqn-cnn
PriyanshuChaubey · PyTorch
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Overview
Name
endoscopic-tumor-detection-dqn-cnn
Author
PriyanshuChaubey
Framework
PyTorch
License
unknown
Skill type
other
Evidence level
untested
Task description
A hybrid CNN + DQN Reinforcement Learning model classifies stomach tumors from endoscopic images. CNN features guide a DQN agent that learns decisions using a reward system focused on reducing missed tumors. This approach improves reliability over a standard CNN and demonstrates RL’s value in medica
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
20realmanrobot-hand-eye-calibrationnot in seedmasterhow-oneoccnot in seedsergionr2-racingrobotnot in seedgabrielnhn-ros2-line-followernot in seedvivek1795-gesture-controlled-robotic-arm-in-mujoconot in seedlogesh1516-mycobot-280jn-descriptionnot in seedcrm-uam-visionracenot in seeddavide-ciraolo-fischertechnik-3d-robot-webcam-gestures-systemnot in seedbobbycephy-robot-gripper-cameranot in seedsamyukamtam-hexapodnot in seedtx-leo-camera-calibration-handeye-calibrationnot in seedflexiv-camera-modulenot in seeddavidea97-multi-camera-hand-eye-calibrationnot in seedrensauce-3ugersip-group3not in seedfpj-gaoge-finsrov-an-underwater-camera-based-multi-robot-platformnot in seedsallu-786-ros2-mcp-web-portalnot in seedsiddhant-135-sacrid-vision-pipelinenot in seeddobot-vx500-smart-cameranot in seedargymats-thesis-delta-robotnot in seedislamahmedes43-gochase2not in seed
Compatible environments
0No environments list endoscopic-tumor-detection-dqn-cnn yet.
Datasets that reference this policy
0No datasets reference endoscopic-tumor-detection-dqn-cnn yet.