Publications

316 results for Neuro-symbolic AI

Compositional generalization through abstract representations in human and artificial neural networks
- - Takuya Ito
  - Tim Klinger
  - et al.
- 2022
- NeurIPS 2022
Conference paper
A Text-based Safety Benchmark for Reinforcement Learning Problems
- - Ngoc Lan Hoang
  - Nicolas Galichet
  - et al.
- 2022
- NeurIPS 2022
Poster
Learning in Factored Domains with Information-Constrained Visual Representations
- - Tyler Malloy
  - Tim Klinger
  - et al.
- 2022
- NeurIPS 2022
Workshop paper
Image Manipulation via Neuro-Symbolic Networks
- - Harman Singh
  - Poorva Garg
  - et al.
- 2022
- NeurIPS 2022
Workshop paper
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network
- - Huaiqian You
  - Yue Yu
  - et al.
- 2022
- Journal of Computational Physics
Paper
A game theoretic approach to curriculum reinforcement learning
- - Michail Smyrnakis
  - Ngoc Lan Hoang
- 2022
- ICTAI 2022
Short paper
Knowledge Graph Embeddings for Causal Relation Prediction
- - Aamod Khatiwada
  - Sola Shirai
  - et al.
- 2022
- ISWC 2022
Workshop paper
Knowledge-Based News Event Analysis Toolkit
- - Oktie Hassanzadeh
  - Parul Awasthy
  - et al.
- 2022
- ISWC 2022
Conference paper
Rule-Based Link Prediction over Event-Related Causal Knowledge in Wikidata
- - Sola Shirai
  - Aamod Khatiwada
  - et al.
- 2022
- ISWC 2022
Workshop paper
On Quantum Algorithms for Random Walks in the Nonnegative Quarter Plane
- - Mark Squillante
  - Vasileios Kalantzis
  - et al.
- 2022
- INFORMS 2022
Short paper