mahaitongdae / safe_exp_env
Thrid-party safety-gym safe exploration environments for autonomous driving. Also environment used for IROS 2021 paper: Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function
☆34Updated 3 years ago
Alternatives and similar repositories for safe_exp_env
Users that are interested in safe_exp_env are comparing it to the libraries listed below
Sorting:
- Safety Critical Control of Autonomous Vehicles by Control Barrier Functions☆16Updated 2 years ago
- This repository contains the code for our paper on Dynamic Mirror Descent based MPC for Model-Free RL☆24Updated 3 years ago
- We use reachability to ensure the safety of a decision agent acting on a dynamic system in real-time. We compute the Forward Reachable Se…☆33Updated 3 years ago
- ☆21Updated 2 years ago
- ☆35Updated 2 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆9Updated 2 years ago
- LiqunZhao / A-Barrier-Lyapunov-Actor-Critic-Reinforcement-Learning-Approach-for-Safe-and-Stable-Control☆28Updated last year
- Safety-aware MPC-based RL framework☆59Updated 5 months ago
- CDC2024_submission_repository☆39Updated 9 months ago
- Implementation of SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction - RAL 2022☆33Updated 2 years ago
- Implementation of MPC-PEARL☆13Updated 10 months ago
- Repository containing the code for safe reinforcement learning in two custom environments☆44Updated last month
- Repository for "Safe Occlusion-aware Autonomous Driving via Game-Theoretic Active Perception" - RSS 2021☆36Updated 2 years ago
- Integrating Reinforcement Learning and Model Predictive Control for Enhancing Safety in Automated Vehicle Systems☆20Updated last year
- Implementation of implicit dual control-based active uncertainty learning for human-robot interaction - WAFR 2022 & IJRR 2023☆32Updated 10 months ago
- ☆33Updated 4 years ago
- [ICRA 2022] Learning to Navigate Intersections with Unsupervised Driver Trait Inference☆25Updated 3 months ago
- Use DQN to boost MPC computation for dynamic obstacle avoidance.☆37Updated 8 months ago
- numerically stable dynamic bicycle model for discrete time control, accepted by IEEE IV2021 workshop☆10Updated 2 years ago
- This repository contains the code for designing risk bounded motion plans for car-like robot using Carla Simulator.☆24Updated 3 years ago
- Autonomous racing using ILQR and JAX.☆34Updated 10 months ago
- Official code for "Density Planner: Minimizing Collision Risk in Motion Planning with Dynamic Obstacles using Density-based Reachability"☆29Updated last year
- Safe control of unknown dynamic systems with reinforcement learning and model predictive control☆48Updated 5 years ago
- Official open-source implementation of ICML 2022 paper: Reachability Constrainted Reinforcement Learning.☆36Updated 2 years ago
- Repo for the distributed-safe-learning-control for DMPC program☆12Updated 11 months ago
- Motion planning and collision avoidance using MPC and strong duality☆53Updated last year
- ☆73Updated 2 years ago
- "Safety-Critical Control using Optimal-decay Control Barrier Functions with Guaranteed Point-wise Feasibility" by J. Zeng, B. Zhang, Z. L…☆29Updated 3 years ago
- Code for a multiple cooperative-mpc for multiple vehicles (esp. ambulance)☆17Updated 2 years ago
- The repo develops a general and extensible RL environment for large-scale autonomous driving tasks.☆48Updated 3 years ago