LiqunZhao / A-Barrier-Lyapunov-Actor-Critic-Reinforcement-Learning-Approach-for-Safe-and-Stable-Control
☆19Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for A-Barrier-Lyapunov-Actor-Critic-Reinforcement-Learning-Approach-for-Safe-and-Stable-Control
- Repository containing the code for the paper "Safe Model-Based Reinforcement Learning using Robust Control Barrier Functions". Specifical…☆39Updated 2 years ago
- Model-Free Safe Reinforcement Learning through Neural Barrier Certificate☆30Updated 6 months ago
- Safety-aware MPC-based RL framework☆47Updated this week
- Official open-source implementation of ICML 2022 paper: Reachability Constrainted Reinforcement Learning.☆31Updated 2 years ago
- ☆24Updated 2 years ago
- Safe control of unknown dynamic systems with reinforcement learning and model predictive control☆43Updated 5 years ago
- This repository contains the code for our paper on Dynamic Mirror Descent based MPC for Model-Free RL☆22Updated 2 years ago
- CDC2024_submission_repository☆21Updated 3 months ago
- Implementation of MPC-PEARL☆12Updated 4 months ago
- ☆25Updated 3 years ago
- Thrid-party safety-gym safe exploration environments for autonomous driving. Also environment used for IROS 2021 paper: Model-based Const…☆29Updated 3 years ago
- Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates☆70Updated last year
- ☆18Updated 2 years ago
- This is a python repo that implements control barrier function quadratic programming method.☆11Updated 2 years ago
- Code needed to reproduce the examples found in "Learning Control Barrier Functions from Expert Demonstrations," by A. Robey, H. Hu, L. Li…☆57Updated last year
- PyTorch Official Implementation of CoRL 2023 Paper: Neural Graph Control Barrier Functions Guided Distributed Collision-avoidance Multi-a…☆24Updated 5 months ago
- Code for L4DC 2022 paper: Joint Synthesis of Safety Certificate and Safe Control Policy Using Constrained Reinforcement Learning.☆14Updated last year
- 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…☆31Updated 3 years ago
- ☆10Updated last year
- Safety Critical Control of Autonomous Vehicles by Control Barrier Functions☆15Updated 2 years ago
- Code for Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations☆17Updated 2 years ago
- Robust and safe deep reinforcement learning algorithms☆10Updated 7 months ago
- Official implementation of the paper: Safe Model-Based Reinforcement Learning with an Uncertainty-Aware Reachability Certificate☆17Updated 11 months ago
- Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics.☆20Updated last year
- Various Control Barrier Functions realized on cartpole.☆22Updated 4 months ago
- ☆15Updated 2 years ago
- ☆38Updated 8 months ago
- ☆11Updated last year
- Code for paper Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety.☆16Updated 2 years ago
- ☆37Updated 5 months ago