YimingShu-teay / Car-FollowingLinks
These codes were written a long time ago,which is simple for car following. The car in front can be in IDM mode or constant speed mode. It uses the car following dynamic model and MPC-DCBF controller(NLP problem solved by ipopt) to control the follower.
☆14Updated 2 years ago
Alternatives and similar repositories for Car-Following
Users that are interested in Car-Following are comparing it to the libraries listed below
Sorting:
- This code was written quite some time ago for the purpose of processing the NGSIM dataset. While it might not be the epitome of organizat…☆10Updated 2 years ago
- a learning-based decision-making algorithm for on-ramp merging☆31Updated last year
- [T-IV] Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving☆92Updated last year
- Implementation of motion planning for self-driving cars based on EM Planner in Carla.☆59Updated 2 years ago
- A Solution for the Problem of Left-turn Decision-making at Intersections without Traffic Signals☆14Updated 6 months ago
- ☆40Updated 4 years ago
- Trajectory prediction using CARLA simulated data☆18Updated last year
- onsite structured testing tool, which provides three testing capabilities: playback testing, fragmented two-way interactive testing and c…☆30Updated 7 months ago
- Proposed to leverage human driving data to learn a social preference model of human driving using inverse reinforcement learning and then…☆10Updated 2 years ago
- Code repository for "Continuous Improvement of Self-Driving Cars using Dynamic Confidence-Aware Reinforcement Learning"☆66Updated 2 years ago
- A driving simulator built specifically for reinforcement learning/imitation learning. The scenario generator is based on highway-env, and…☆42Updated 2 years ago
- Implement reinforcement learning algorithms to realize highway decision making of autonomous vehicles☆12Updated 2 years ago
- An Integrated Model for Autonomous Speed and Lane Change Decision-Making Based on Deep Reinforcement Learning☆27Updated last year
- [ITSC 2023] Predictive Decision-making Framework with Interaction-aware Motion Forecasting Model☆117Updated 2 years ago
- Implementation of Nash Q-Learning for Autonomous Vehicle Decision Making☆16Updated 3 years ago
- This repository allows for fast computation of two-dimensional Time-To-Collision (TTC), DRAC, and MTTC.☆56Updated 5 months ago
- The adversarial version of Highway-env☆13Updated last year
- This repo contains the code for paper "Learning naturalistic driving environment with statistical realism"☆56Updated 2 years ago
- A hybrid collision avoidance system combining Deep Reinforcement Learning with Model Predictive Control, designed for autonomous vehicles…☆48Updated last year
- The official code for paper "Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driv…☆45Updated last year
- ☆15Updated last year
- Implementation of FSM based behavior planner and also conformal lattice planner to generate trajectory set for getting feasible motion pl…☆33Updated 4 years ago
- Emergency Index (EI): A two-dimensional surrogate safety measure considering vehicles' interaction depth☆24Updated 5 months ago
- This repository includes the source code associated with the paper "RACP: Risk-Aware Contingency Planning with Multi-Modal Predictions", …☆76Updated last year
- ☆15Updated 2 years ago
- ☆23Updated 3 years ago
- make lane change decisions in highway environment based on DRL☆33Updated 5 years ago
- ☆13Updated 4 years ago
- 🚗 This repository offers a ready-to-use training and evaluation environment for conducting various experiments using Deep Reinforcement …☆127Updated 11 months ago
- reinforcement learning based agents for self-driving in CARLA☆72Updated 4 years ago