Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)
- Asim Munawar
- Elham Barezi
- et al.
- 2024
- AAAI 2024
Publications
315 results for Neuro-symbolic AI
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
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates
- Sarath Sreedharan
- Michael Katz
- 2023
- NeurIPS 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
- Nicolas Menet
- Michael Hersche
- et al.
- 2023
- NeurIPS 2023
Credal Marginal MAP
- Radu Marinescu
- Debarun Bhattacharjya
- et al.
- 2023
- NeurIPS 2023
Pairwise Causality Guided Transformers for Event Sequences
- Xiao Shou
- Debarun Bhattacharjya
- et al.
- 2023
- NeurIPS 2023
On Representations of Mean-Field Variational Inference
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2023
- NeurIPS 2023
Hierarchical Reinforcement Learning with AI Planning Models
- Junkyu Lee
- Michael Katz
- et al.
- 2023
- NeurIPS 2023
Symbolic Learning for Material Discovery
- Daniel Cunnington
- Flaviu Cipcigan
- et al.
- 2023
- NeurIPS 2023
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures
- Michael Hersche
- Francesco Di Stefano
- et al.
- 2023
- NeurIPS 2023