IBM / LOALinks
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
☆53Updated 2 months ago
Alternatives and similar repositories for LOA
Users that are interested in LOA are comparing it to the libraries listed below
Sorting:
- Scalable Training of Propositional Logical Neural Networks.☆13Updated 3 years ago
- Knowledge-Aware RL agents with Commonsense Reasoning☆79Updated 3 years ago
- Neuro-Symbolic Hierarchical Rule Induction☆14Updated 2 years ago
- Neuro-Symbolic AI Toolkit☆108Updated 2 months ago
- Demo for Neuro-Symbolic Agent (LOA)☆17Updated 3 years ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆137Updated last year
- Logic Reinforcement Learning☆18Updated last month
- ☆49Updated 2 years ago
- A neurosymbolic T5 agent for playing text games, from the EACL 2023 paper "Behavior Cloned Transformers are Neurosymbolic Reasoners"☆19Updated 2 years ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆295Updated 2 weeks ago
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated last year
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆59Updated 4 years ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆280Updated last year
- An environment for learning formal mathematical reasoning from scratch☆70Updated last year
- ☆10Updated 4 years ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆29Updated last year
- The Neuro-Symbolic Forward Reasoner☆26Updated 2 years ago
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆26Updated 2 years ago
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆98Updated 2 months ago
- Scalable Neural-Probabilistic Answer Set Programming☆17Updated last year
- Python notebooks for a tutorial on neurosymbolic programming☆77Updated last year
- Language-annotated Abstraction and Reasoning Corpus☆98Updated 2 years ago
- ☆73Updated 3 years ago
- ☆23Updated last year
- ☆30Updated 2 years ago
- Neural Logic Inductive Learning☆44Updated 3 years ago
- A reinforcement learning environment for the IGLU 2022 at NeurIPS☆34Updated 2 years ago
- ☆213Updated 2 years ago
- Symbolic Reinforcement Learning using Inductive Logic Programming☆62Updated 2 years ago
- Solving the Abstraction & Reasoning Corpus with DreamCoder☆53Updated last year