MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 62%The Little Book of Reinforcement Learning →
- PossiblePossibly related (embedding) · 56%[2607.07508] Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning →
- PossiblePossibly related (embedding) · 55%Maxims for machines: operationalizing Kant’s universal law via inverse reinforcement learning - Springer Nature Link →
- FuzzySimilar title/name (fuzzy) · 59%Q-based Variational Inverse Reinforcement Learning →
“Fuzzy title match (0.73): “Q-based Variational Inverse Reinforcement Learning” ≈ “MathFoundationRL/Book-Mathematical-Foundation-of-Reinforceme””
- FuzzySimilar title/name (fuzzy) · 63%Learning to Use Tools: Reinforcement Learning for Tool-Integrated Mathematical Reasoning →
“Fuzzy title match (0.76): “Learning to Use Tools: Reinforcement Learning for Tool-Integ” ≈ “MathFoundationRL/Book-Mathematical-Foundation-of-Reinforceme””
- FuzzySimilar title/name (fuzzy) · 59%The Rise of Verbal Reinforcement Learning →
“Fuzzy title match (0.73): “The Rise of Verbal Reinforcement Learning” ≈ “MathFoundationRL/Book-Mathematical-Foundation-of-Reinforceme””
- FuzzySimilar title/name (fuzzy) · 59%Searching for New Physics with Reinforcement Learning →
“Fuzzy title match (0.73): “Searching for New Physics with Reinforcement Learning” ≈ “MathFoundationRL/Book-Mathematical-Foundation-of-Reinforceme””
- PossiblePossibly related (embedding) · 62%Explaining reinforcement learning - PPC Land →