BerkeleyLearnVerify / VerifAI
VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learning (ML) components.
☆187Updated 3 months ago
Alternatives and similar repositories for VerifAI
Users that are interested in VerifAI are comparing it to the libraries listed below
Sorting:
- A compiler and scenario generator for the Scenic scenario description language.☆322Updated this week
- ☆36Updated 4 years ago
- A toolbox for worst-case validation of autonomous policies☆35Updated 2 years ago
- Evolutionary test case generation for simulation testing of autonomous vehicles.☆29Updated 2 years ago
- [PLDI 19'] An Inductive Synthesis Framework for Verifiable Reinforcement Learning☆13Updated 5 years ago
- Neural Network Verification Software Tool☆123Updated 3 weeks ago
- The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.☆16Updated 5 months ago
- Runtime Verification of Autonomous Driving Systems in CARLA☆27Updated 4 years ago
- Python library for working with Metric Temporal Logic (MTL)☆98Updated 2 years ago
- An open-source software package for fuzzing autonomous driving systems in high-fidelity simulators☆32Updated 2 years ago
- Repository for the GRAIC synthesis competition☆23Updated last year
- A Benchmark for Evaluating Autonomous Vehicles in Safety-critical Scenarios☆118Updated last year
- Python API for Simulator☆61Updated 3 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 6 years ago
- Fault Injection for Autonomous Vehicles☆9Updated 5 years ago
- ☆173Updated 4 years ago
- ☆287Updated last week
- ☆21Updated 3 years ago
- A Framework for Deep Neural Network Verification☆56Updated 5 months ago
- Visual generation of traffic scenarios based on the OpenSCENARIO standard☆75Updated 3 years ago
- Demo of the TrustworthySearch API☆19Updated 3 years ago
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆16Updated 6 years ago
- Automatic Crash Constructor from Crash Report (A3CR) Demo of constructing simulations from crash reports☆12Updated 2 years ago
- Documentation and scripts related to the .nnet file format. This file format specifies a simple text file to define feed-forward, fully-c…☆40Updated last month
- Integration of AutoWare AV software with the CARLA simulator☆273Updated 11 months ago
- Modular autonomous driving platform running on the CARLA simulator and real-world vehicles.☆498Updated 2 years ago
- The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator☆22Updated 3 years ago
- Repository to store different driving benchmarks that run on the CARLA simulator☆87Updated 5 years ago
- Adversarial Driving v.s. Autonomous Driving.☆21Updated last year
- The repository hosts the code for the SBST CPS Tool competition for testing autonomous cars.☆20Updated 2 years ago