Neuro-symbolic AI

Neuro-Symbolic AI uses deep learning neural network architectures and combines them with symbolic reasoning techniques

Resources

• https://en.wikipedia.org/wiki/Symbolic_artificial_intelligence
• Neuro-symbolic AI
• What Is Neuro-Symbolic AI And Why Are Researchers Gushing Over It
• Neuro-Symbolic Artificial Intelligence

Course

• #COURSE NeuroSymbolic Artificial Intelligence Course (U at Buffalo)
• #COURSE MIT 6.S191 (2020): Neurosymbolic AI

References

• #PAPER Neurosymbolic AI: The 3rd Wave (d'Avila Garcez 2020)
• #PAPER The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence (Marcus 2020)
  • https://www.zdnet.com/article/rebooting-ai-deep-learning-meet-knowledge-graphs/
  • #TALK AI debate: Yoshua Bengio | Gary Marcus
• #PAPER Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization (Susskind 2021)