A Neuro-Vector-Symbolic Architecture for Data- and Compute-Efficient Continual Learning, Abstract Reasoning, and Combinatorial Inference
- 2023
- ES Week 2023
Workshop
Publications
318 results for Neuro-symbolic AI
Neuro-Symbolic Learning of Answer Set Programs from Raw Data
- Daniel Cunnington
- Mark Law
- et al.
- 2023
- IJCAI 2023
Conference paperProbabilistic Rule Induction from Event Sequences with Logical Summary Markov Models
- Debarun Bhattacharjya
- Oktie Hassanzadeh
- et al.
- 2023
- IJCAI 2023
Conference paperAn Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations
- Achille Fokoue
- Ibrahim Abdelaziz
- et al.
- 2023
- IJCAI 2023
Conference paperAction Space Reduction for Planning Domains
- Harsha Kokel
- Junkyu Lee
- et al.
- 2023
- IJCAI 2023
Conference paperApproximate Inference in Logical Credal Networks
- Radu Marinescu
- Haifeng Qian
- et al.
- 2023
- IJCAI 2023
Conference paperModel-free Causal Reinforcement Learning with Causal Diagrams
- Junkyu Lee
- Tian Gao
- et al.
- 2023
- IJCAI 2023
Workshop paperIntroducing Trial-and-Error Exploration to Avoid Critical Failure for Efficient Reinforcement Learning
- Minori Narita
- Daiki Kimura
- 2023
- IJCAI 2023
Workshop paperGraphical modeling for dynamic safety hints generalisation for Safe Deep Reinforcement Learning Agents
- 2023
- IJCAI 2023
Workshop paperComplexWorld: A Large Language Model-based Interactive Fiction Learning Environment for Text-based Reinforcement Learning Agents
- Shreyas Basavatia
- Shivam Ratnakar
- et al.
- 2023
- IJCAI 2023
Workshop paper