reactive-systems / deepltlLinks
Official implementation of Teaching Temporal Logics to Neural Networks (https://arxiv.org/abs/2003.04218)
☆32Updated 3 years ago
Alternatives and similar repositories for deepltl
Users that are interested in deepltl are comparing it to the libraries listed below
Sorting:
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆39Updated 2 years ago
- Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)☆17Updated 2 years ago
- Using GNN and DQN to find a baetter branching heuristic for a CDCL Solver☆52Updated 5 years ago
- Learning local search heuristics for Boolean satisfiability☆37Updated last year
- ☆24Updated 5 years ago
- ☆48Updated 2 years ago
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆87Updated last year
- Scalable Training of Propositional Logical Neural Networks.☆15Updated 3 years ago
- The Verifiably Safe Reinforcement Learning Framework☆57Updated 4 years ago
- ☆25Updated 3 years ago
- ☆14Updated 2 years ago
- PyTorch implementation for the Deep Symbolic Simplification Without Human Knowledge☆14Updated 4 years ago
- ☆25Updated 4 years ago
- Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".☆60Updated last year
- Machine Learning for Mathematics and Logics☆16Updated 9 months ago
- From LTLf / PPLTL to Deterministic Finite-state Automata (DFA)☆79Updated last year
- Manipulate NNF (Negation Normal Form) logical sentences☆20Updated 3 years ago
- ☆10Updated 2 years ago
- ☆10Updated 4 years ago
- Code for experiments in the paper: "Compositional Reinforcement Learning from Logical Specifications" (https://arxiv.org/abs/2106.13906).☆16Updated 4 years ago
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆30Updated 5 years ago
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆47Updated 5 years ago
- Neural Logic Inductive Learning☆44Updated 3 years ago
- Python package for Sentential Decision Diagrams (SDD)☆71Updated last month
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆55Updated 4 months ago
- A public repository for "Write, Execute, Assess: Program Synthesis With a REPL" project by Kevin Ellis, Max Nye, Yewen Pu, Felix Sosa, Jo…☆39Updated 5 years ago
- A tool for obtaining LTL formulas from a sample of positive and negative words.☆26Updated 3 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Natural Language (NL) to Linear Temporal Logic (LTL)☆91Updated 4 months ago
- G2SAT: Learning to Generate SAT Formulas☆50Updated 5 years ago