https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice 1 2026-06-14T06:02:39.859Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/table-of-contents 1 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-i-motivation/chapter-1 0.84 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-i-motivation/chapter-1/1-1-llm-limitations 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-i-motivation/chapter-1/1-2-neurosymbolic-agenda 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-i-motivation/chapter-1/1-3-llm-modulo 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-i-motivation/chapter-1/1-4-neural-vs-symbolic 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-i-motivation/chapter-1/1-5-extended-thinking 0.7 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-2 0.84 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-2/2-1-classical-planning 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-2/2-2-neuro-symbolic-systems 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-2/2-3-agent-patterns 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-3 0.84 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-3/3-1-planning-problem 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-3/3-2-complexity 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-3/3-3-problem-classes 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-3/3-4-htn 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-ii-background/chapter-3/3-5-extensions 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4 0.84 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-1-symbolic-helps-neural 0.7 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-2-neural-helps-symbolic 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-2-neural-helps-symbolic/4-2-differentiable-reasoning 0.59 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-2-neural-helps-symbolic/4-2-neural-subroutines 0.59 2026-06-14T07:24:17.133Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-2-neural-helps-symbolic/4-2-asp 0.59 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-3-hybrid-architectures 0.7 2026-06-04T10:54:29.328Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-3-hybrid-architectures/4-3-system1-system2 0.59 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-3-hybrid-architectures/4-3-knowledge-graphs 0.59 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-3-hybrid-architectures/4-3-applications 0.59 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural 0.7 2026-06-09T10:41:40.304Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-differentiable-abstract-interpretation 0.59 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-differentiable-abstract-interpretation/4-4-foundations 0.5 2026-06-10T08:22:04.485Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-differentiable-abstract-interpretation/4-4-foundations-2 0.5 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-differentiable-abstract-interpretation/4-4-design-principles 0.5 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-differentiable-abstract-interpretation/4-4-design-principles-2 0.5 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-differentiable-abstract-interpretation/4-4-design-principles-3 0.5 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iii-core-approaches/chapter-4/4-4-pure-neural/4-4-jepa-world-models 0.59 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iv-synthesis/chapter-5 0.84 2026-06-10T08:22:04.485Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iv-synthesis/chapter-5/5-1-synthesis 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iv-synthesis/chapter-5/5-2-open-problems 0.7 2026-06-10T09:57:13.079Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iv-synthesis/chapter-5/5-3-outlook 0.7 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-iv-synthesis/chapter-5/5-4-practitioners-guide 0.7 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/part-v-decision-guide/chapter-6-decision-guide 0.84 2026-06-14T07:24:17.133Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/back-matter/glossary 0.84 2026-06-12T04:47:53.810Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/back-matter/references 0.84 2026-06-14T06:02:16.828Z https://neurosymbolicai.gitbook.io/neuro-symbolic-ai-in-practice/back-matter/appendix 0.84 2026-06-10T09:57:13.079Z