Wenhui Huang's Projects
An open autonomous driving platform
files from automan-am pc
Autonomous vehicle algorithm testing platform
Open-source simulator for autonomous driving research.
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.
[T-ITS] Sim-to-real goal-oriented mapless autonomous navigation (DRL navigation).
[ITSC'24] Learning-empowered Intelligent Transportation Systems: Foundation Vehicles and Coordination Techniques
[ICRA 2024] Learning from Human Guidance: Uncertainty-aware deep reinforcement learning for autonomous driving.
[TNNLS] PGDQN: A generalized and efficient preference-guided epsilon-greedy policy equipped DQN for Atari and Autonomous Driving
solution of exercises of the book "probabilistic robotics"
A safety-aware human-in-the-loop Reinforcment Learning (SaHiL-RL) approach for end-to-end autonomous driving.
机器学习相关教程