IBM / commonsense-rl
Knowledge-Aware RL agents with Commonsense Reasoning
☆78Updated 3 years ago
Alternatives and similar repositories for commonsense-rl:
Users that are interested in commonsense-rl are comparing it to the libraries listed below
- ☆37Updated 9 months ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆44Updated this week
- ☆32Updated 3 years ago
- Super fast implementations of common benchmark text world games☆47Updated 2 months ago
- Grounded SCAN data set.☆69Updated 3 years ago
- [ICLR 2022 Spotlight] Multi-Stage Episodic Control for Strategic Exploration in Text Games☆14Updated 3 years ago
- ☆20Updated 3 years ago
- A reinforcement learning environment for the IGLU 2022 at NeurIPS☆33Updated last year
- Code for the paper "Implicit Representations of Meaning in Neural Language Models"☆53Updated 2 years ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆20Updated 2 years ago
- Neural Unification for Logic Reasoning over Language☆22Updated 3 years ago
- Conversational Neuro-Symbolic Commonsense Reasoning☆25Updated 4 years ago
- ☆34Updated 4 months ago
- ☆23Updated 6 years ago
- Goal driven language generation using knowledge graph A2C agents☆60Updated 5 years ago
- ☆62Updated last year
- This code accompanies the paper "Bayesian Framework for Information-Theoretic Probing" published in EMNLP 2021.☆10Updated 3 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language☆93Updated last year
- A neurosymbolic T5 agent for playing text games, from the EACL 2023 paper "Behavior Cloned Transformers are Neurosymbolic Reasoners"☆19Updated 2 years ago
- Conditional Theorem Proving☆53Updated 4 years ago
- Simple language-driven navigation tasks for studying compositional learning☆195Updated 4 years ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆52Updated 3 years ago
- Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"☆34Updated 2 years ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆104Updated 2 years ago
- Neural Logic Reasoning for Question Answering☆74Updated 3 years ago
- Neuro-Symbolic Hierarchical Rule Induction☆12Updated 2 years ago
- ReaSCAN is a synthetic navigation task that requires models to reason about surroundings over syntactically difficult languages. (NeurIPS…☆20Updated 3 years ago
- PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World [ACL 2021]☆55Updated 3 years ago
- Independent implementation of DBCA method from http://arxiv.org/abs/1912.09713☆11Updated 4 years ago