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oscarhuangwind Goto Github PK

followers: 13.0 following: 8.0 repos: 12.0 gists: 0.0

Name: Wenhui Huang

Type: User

Company: Nanyang Technological University

Bio: Autonomous Driving; Autonomous Navigation; Human-in-the-Loop Reinforcement Learning; Deep Reinforcement Learning; Lifelong Learning;

Location: Singapore

Wenhui Huang's Projects

apollo icon apollo

An open autonomous driving platform

carla icon carla

Open-source simulator for autonomous driving research.

drl-robot-navigation icon drl-robot-navigation

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

foundation_vehicle icon foundation_vehicle

[ITSC'24] Learning-empowered Intelligent Transportation Systems: Foundation Vehicles and Coordination Techniques

learning-from-intervention icon learning-from-intervention

[ICRA 2024] Learning from Human Guidance: Uncertainty-aware deep reinforcement learning for autonomous driving.

preference-guided-dqn-atari icon preference-guided-dqn-atari

[TNNLS] PGDQN: A generalized and efficient preference-guided epsilon-greedy policy equipped DQN for Atari and Autonomous Driving

safe-human-in-the-loop-rl icon safe-human-in-the-loop-rl

A safety-aware human-in-the-loop Reinforcment Learning (SaHiL-RL) approach for end-to-end autonomous driving.

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