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Ethical-Reinforcement-Learning-for-Autonomous-Driving

Dhiraj-Learning · PyTorch

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Overview

Name
Ethical-Reinforcement-Learning-for-Autonomous-Driving
Author
Dhiraj-Learning
Framework
PyTorch
License
unknown
Skill type
other
Evidence level
untested
Task description
Designed a simulation framework embedding Utilitarianism, Deontology, and Virtue Ethics into RL agents using CARLA and custom environments. Trained and evaluated PPO and A2C models on human-labelled and procedurally generated dilemmas, highlighting their effectiveness.

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 yet

Compatible environments

0

No environments list Ethical-Reinforcement-Learning-for-Autonomous-Driving yet.

Datasets that reference this policy

0

No datasets reference Ethical-Reinforcement-Learning-for-Autonomous-Driving yet.