TrustAI / DeepGameLinks
A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees
☆20Updated 5 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
- ☆27Updated last year
- Reachability Analysis of Deep Neural Networks with Provable Guarantees☆36Updated 5 years ago
- STRIPS benchmarks for classical planning☆14Updated 3 years ago
- Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)☆17Updated 2 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 7 years ago
- Temporal Logic Extractor☆12Updated 8 years ago
- SMC-LTL: SMC-Based LTL MultiRobot Motion Planner☆14Updated 2 years ago
- A header-only C++ library for system-level verification and declarative testing of real-time systems with Python bindings.☆41Updated last month
- Repository for the GRAIC synthesis competition☆22Updated 2 years ago
- A toolbox for worst-case validation of autonomous policies☆36Updated 3 years ago
- Automated Controller Synthesis☆15Updated 7 years ago
- The Verifiably Safe Reinforcement Learning Framework☆57Updated 4 years ago
- ☆10Updated 9 years ago
- ☆101Updated 5 years ago
- The latest source code of the tool Flow*☆29Updated 3 years ago
- Toolbox for Automated Controller Synthesis☆17Updated 2 years ago
- A tool for obtaining LTL formulas from a sample of positive and negative words.☆26Updated 3 years ago
- From LTLf / PPLTL to Deterministic Finite-state Automata (DFA)☆79Updated last year
- Formal Verification of Neural Feedback Loops (NFLs)☆82Updated last year
- Python library for working with Metric Temporal Logic (MTL)☆102Updated 2 years ago
- Neural Network Verification Software Tool☆137Updated 2 weeks ago
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Updated 7 years ago
- ☆18Updated 2 years ago
- Solving a planning problem (Shakey's World) with the FF and IPP planners, the PDDL language and some Python meta-programming to glue thin…☆16Updated 8 years ago
- Official implementation of Teaching Temporal Logics to Neural Networks (https://arxiv.org/abs/2003.04218)☆32Updated 3 years ago
- Code for experiments in the paper: "Compositional Reinforcement Learning from Logical Specifications" (https://arxiv.org/abs/2106.13906).☆16Updated 4 years ago
- Source for Action Schema Networks paper (AAAI'18)☆32Updated 2 years ago
- Safety Verification and Robustness Analysis of Neural Networks via Quadratic Constraints and Semidefinite Programming.☆14Updated 4 years ago
- Code that translates grammar into PDDL, runs a planner to produce multiple plans, translates plans into trainable lale pipelines and trai…☆18Updated 4 months ago