amirhosseinzlf / STARLALinks
Search-based Testing Approach of Reinforcement Learning Agent
☆12Updated 8 months ago
Alternatives and similar repositories for STARLA
Users that are interested in STARLA are comparing it to the libraries listed below
Sorting:
- Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.☆24Updated 2 years ago
- ☆20Updated 3 years ago
- ☆10Updated 2 years ago
- Open source implementation of the TrojDRL algorithm presented in TrojDRL: Evaluation of backdoor attacks on Deep Reinforcement Learning☆19Updated 5 years ago
- ☆8Updated 2 years ago
- ☆16Updated 2 years ago
- An open-source software package for fuzzing autonomous driving systems in high-fidelity simulators☆33Updated 3 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated last year
- ☆37Updated 3 weeks ago
- The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.☆17Updated 8 months ago
- Replication Package for "Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets", IEEE S&P 2024.☆28Updated 7 months ago
- Neural Network Verification Software Tool☆129Updated 3 weeks ago
- [PLDI 19'] An Inductive Synthesis Framework for Verifiable Reinforcement Learning☆13Updated 5 years ago
- A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles☆80Updated 6 years ago
- Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework☆68Updated 4 years ago
- The released code of ReluVal in USENIX Security 2018☆60Updated 5 years ago
- Adversarial attacks on Deep Reinforcement Learning (RL)☆91Updated 4 years ago
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆12Updated 2 years ago
- Concolic Testing for Deep Neural Networks☆119Updated 4 years ago
- Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"☆15Updated last year
- ☆25Updated 4 years ago
- Learning Configurations of Operating Environment of Autonomous Vehicles to Maximize their Collisions☆18Updated 2 years ago
- VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learnin…☆193Updated 5 months ago
- Evolutionary test case generation for simulation testing of autonomous vehicles.☆28Updated 2 years ago
- BehAVExplor: Behavior Diversity Guided Testing for Autonomous Driving Systems (ISSTA 2023)☆25Updated last year
- Policy-Guided Fuzzing for Robotic Vehicles☆36Updated last year
- [NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"☆134Updated 3 years ago
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆18Updated 2 years ago
- ☆19Updated 2 years ago
- ☆21Updated 6 months ago