policy
AWS-DeepRacer-Autonomous-Racing-Model
sayeang · TensorFlow
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Overview
Name
AWS-DeepRacer-Autonomous-Racing-Model
Author
sayeang
Framework
TensorFlow
License
unknown
Skill type
navigation
Evidence level
untested
Task description
Developed-an-AWS-DeepRacer-model-using-Python-&-the-PPO-algorithm,-leveraging-TensorFlow-to-train-&-fine-tune-a-deep-reinforcement-learning-model.-Designed-a-custom-reward-function-&-optimized-hyperparameters-to-improve-policy-learning-&-navigation-performance.-Utilized-AWS-infrastructure-for-scalab
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
3+17 mentioned but not in catalog yetCompatible environments
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Datasets that reference this policy
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