TrustAI / DeepGameLinks
A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees
☆20Updated 4 years ago
Alternatives and similar repositories for DeepGame
Users that are interested in DeepGame are comparing it to the libraries listed below
Sorting:
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆30Updated 5 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 6 years ago
- STRIPS benchmarks for classical planning☆13Updated 3 years ago
- Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)☆17Updated 2 years ago
- Neural Network Verification Software Tool☆132Updated last week
- Reachability Analysis of Deep Neural Networks with Provable Guarantees☆36Updated 5 years ago
- ☆27Updated last year
- The Verifiably Safe Reinforcement Learning Framework☆57Updated 4 years ago
- VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learnin…☆200Updated last week
- From LTLf / PPLTL to Deterministic Finite-state Automata (DFA)☆73Updated last year
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Updated 6 years ago
- Automated Controller Synthesis☆15Updated 7 years ago
- Classical and FOND Planning for Pure-Past Linear Temporal Logic Goals☆19Updated last year
- A tool for obtaining LTL formulas from a sample of positive and negative words.☆25Updated 3 years ago
- Source for Action Schema Networks paper (AAAI'18)☆32Updated 2 years ago
- Temporal Logic Extractor☆11Updated 8 years ago
- A toolbox for worst-case validation of autonomous policies☆35Updated 2 years ago
- ☆101Updated 5 years ago
- ☆10Updated 2 years ago
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Updated 5 years ago
- Repository for the GRAIC synthesis competition☆23Updated last year
- SMC-LTL: SMC-Based LTL MultiRobot Motion Planner☆14Updated 2 years ago
- Automatically exported from code.google.com/p/rddlsim☆55Updated last year
- SyReNN: Symbolic Representations for Neural Networks☆41Updated 2 years ago
- Code that translates grammar into PDDL, runs a planner to produce multiple plans, translates plans into trainable lale pipelines and trai…☆18Updated 3 weeks ago
- Toolbox for Automated Controller Synthesis☆17Updated last year
- Hylaa: A Tool for Formal Verification of Hybrid Automata with Linear ODEs☆27Updated 2 years ago
- Python library for working with Metric Temporal Logic (MTL)☆101Updated 2 years ago
- ☆10Updated 8 years ago
- Formal Verification of Neural Feedback Loops (NFLs)☆81Updated last year