cognitiveailab / neurosymbolicLinks
A neurosymbolic T5 agent for playing text games, from the EACL 2023 paper "Behavior Cloned Transformers are Neurosymbolic Reasoners"
☆19Updated 2 years ago
Alternatives and similar repositories for neurosymbolic
Users that are interested in neurosymbolic are comparing it to the libraries listed below
Sorting:
- Knowledge-Aware RL agents with Commonsense Reasoning☆78Updated 3 years ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆48Updated 3 months ago
- A reinforcement learning environment for the IGLU 2022 at NeurIPS☆34Updated 2 years ago
- An environment for benchmarking commonsense agents☆29Updated 5 years ago
- Language-annotated Abstraction and Reasoning Corpus☆91Updated 2 years ago
- ☆19Updated 6 months ago
- ☆10Updated 4 years ago
- ☆55Updated 9 months ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆105Updated 3 years ago
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆58Updated 3 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆30Updated last year
- ☆38Updated last year
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated last year
- Platform to run interactive Reinforcement Learning agents in a Minecraft Server☆53Updated last year
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Code and data for Learning Rewards from Linguistic Feedback, AAAI '21☆10Updated 4 years ago
- ☆23Updated last year
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆27Updated 4 years ago
- ☆28Updated 3 years ago
- Super fast implementations of common benchmark text world games☆51Updated 5 months ago
- Neuro-Symbolic Hierarchical Rule Induction☆14Updated 2 years ago
- ☆23Updated 3 years ago
- ☆210Updated 2 years ago
- Neuro-Symbolic AI Toolkit☆99Updated 2 years ago
- Code for reproducing the results from the paper Avoiding Side Effects in Complex Environments☆12Updated 4 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆24Updated 2 years ago
- ☆54Updated 3 years ago
- Interpreting how transformers simulate agents performing RL tasks☆87Updated last year
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated last year