Publications

301 results for Neuro-symbolic AI

EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
- - Kinjal Basu
  - Keerthiram Murugesan
  - et al.
- 2024
- EACL 2024
Polynomial convergence of iterations of certain random operators in Hilbert space
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2024
- Journal of Applied Analysis
Partially Observable Hierarchical Reinforcement Learning with AI Planning
- - Brandon Rozek
  - Junkyu Lee
  - et al.
- 2024
- AAAI 2024
Effective Data Distillation for Tabular Datasets
- - Inwon Kang
  - Parikshit Ram
  - et al.
- 2024
- AAAI 2024
Towards Automated AI-Assisted Workflow for Cytometry of Reaction Rate Constant
- - Shai Ginsburg
  - Patil Korkeen
  - et al.
- 2024
- AAAI 2024
Plan-SOFAI: A Neuro-Symbolic Planning Architecture
- - Francesco Fabiano
  - Vishal Pallagani
  - et al.
- 2024
- AAAI 2024
Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)
- - Asim Munawar
  - Elham Barezi
  - et al.
- 2024
- AAAI 2024
Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of Pitfalls
- - Vishal Pallagani
  - Keerthiram Murugesan
  - et al.
- 2024
- AAAI 2024
Pairwise Causality Guided Transformers for Event Sequences
- - Xiao Shou
  - Debarun Bhattacharjya
  - et al.
- 2023
- NeurIPS 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
- - Nicolas Menet
  - Michael Hersche
  - et al.
- 2023
- NeurIPS 2023