921kiyo / symbolic-rlLinks
Symbolic Reinforcement Learning using Inductive Logic Programming
☆62Updated 2 years ago
Alternatives and similar repositories for symbolic-rl
Users that are interested in symbolic-rl are comparing it to the libraries listed below
Sorting:
- ☆39Updated last year
- Top-down induction of first-order logical decision trees: master AI thesis implementation☆26Updated 5 years ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆53Updated 4 years ago
- Tarski - An AI Planning Modeling Framework☆72Updated 3 weeks ago
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆27Updated 2 years ago
- Manipulate NNF (Negation Normal Form) logical sentences☆20Updated 3 years ago
- Powerlifted Planner☆32Updated 2 months ago
- HOUDINI: Lifelong Learning as Program Synthesis☆49Updated 9 months ago
- ☆82Updated 4 years ago
- Python package for Sentential Decision Diagrams (SDD)☆71Updated last month
- Experimentation framework for Popper☆23Updated 5 months ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 5 years ago
- Few-shot Bayesian Imitation Learning with Policies as Logic over Programs☆20Updated 3 months ago
- Probabilistic logic language for inference, planning and learning in static and dynamic domains☆15Updated 8 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆77Updated 6 years ago
- Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks☆51Updated 3 years ago
- An inductive logic programming system☆258Updated 3 months ago
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆39Updated 2 years ago
- The Python PSDD Package☆19Updated 5 months ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆290Updated last year
- A toolbox for logical and probabilistic reasoning, StarAI, ILP and Program synthesis☆23Updated 4 years ago
- ☆49Updated 2 years ago
- Neurosymbolic transformers for multi-agent communication.☆22Updated 5 years ago
- ☆20Updated 2 years ago
- Prolog is suitable enviroment for writting planners. However there is no way how to work with PDDL files so far. In this library we provi…☆19Updated 4 years ago
- Metagol - an inductive logic programming system☆206Updated 4 years ago
- An environment for benchmarking commonsense agents☆29Updated 5 years ago
- Classical and FOND Planning for Pure-Past Linear Temporal Logic Goals☆19Updated last year
- A framework for experimenting with never-ending learning☆81Updated last year
- LatPlan : A domain-independent, image-based classical planner☆87Updated 3 years ago