LoheshM / Comparative-Analysis-of-Reinforcement-Learning-Models-for-Lane-Change-Decision-MakingLinks
Intelligent lane-changing system for autonomous vehicles leveraging Deep Q-Network (DQN), Double DQN, and Dueling Double DQN models in CARLA simulator. Enhances safety and efficiency through informed decision-making in dynamic traffic scenarios.
☆69Updated last year
Alternatives and similar repositories for Comparative-Analysis-of-Reinforcement-Learning-Models-for-Lane-Change-Decision-Making
Users that are interested in Comparative-Analysis-of-Reinforcement-Learning-Models-for-Lane-Change-Decision-Making are comparing it to the libraries listed below
Sorting:
- High speed autonomous vehicle navigation and lane change in dense traffic scenario using custom SUMO gym Environment and Reinforcement Le…☆36Updated 2 years ago
- An Integrated Model for Autonomous Speed and Lane Change Decision-Making Based on Deep Reinforcement Learning☆28Updated 2 years ago
- make lane change decisions in highway environment based on DRL☆33Updated 6 years ago
- a learning-based decision-making algorithm for on-ramp merging☆32Updated 2 years ago
- This file contains code used for a full end-to-end framework for Autonomous Vehicle's lane change using Hierarchical Reinforcement Learni…☆136Updated 4 years ago
- ☆28Updated 3 years ago
- ☆13Updated 4 years ago
- we combine safe reinforcement learning with MPC to enhance the safety in the on-ramp merging scenario☆47Updated 8 months ago
- Lane Changes in a Highway environment using Reinforcement learning in SUMO☆60Updated 7 years ago
- Implement reinforcement learning algorithms to realize highway decision making of autonomous vehicles☆12Updated 2 years ago
- Master's thesis about Deep Reinforcement Learning for Decision Making in autonomous driving☆29Updated 6 years ago
- ☆11Updated 4 years ago
- Autonomous driving agent in Carla simulator leveraging IL and RL techniques.☆24Updated last year
- Lane-changing decision model based on deep Markov model and Cognitive Hierarchy model☆29Updated last year
- reinforcement learning based agents for self-driving in CARLA☆73Updated 5 years ago
- A driving simulator built specifically for reinforcement learning/imitation learning. The scenario generator is based on highway-env, and…☆45Updated 2 years ago
- Lane Changer Agent DQN