tirthajyoti/Papers-Literature-ML-DL-RL-AI resource

Health v2 · maintenance only

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2937 stars · 804 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of highly cited papers, tutorials, and books on machine learning, deep learning, reinforcement learning, AI, game theory, and statistics. It is organized into topic directories such as AI hardware, ML Ops, learning theory, and AI ethics.

Use cases

• find influential machine learning papers to read
• curated reading list for deep learning
• learn reinforcement learning from seminal papers
• papers on game theory and AI
• statistics and statistical learning literature
• resources on AI fairness bias and ethics

When to choose

• you want a curated, topic-organized list of foundational ML/DL/RL papers
• you are a student or researcher building background in AI theory
• you want free tutorials and books alongside papers

When to avoid

• you need runnable code or software tools rather than literature
• you need up-to-date papers, as the collection is infrequently updated
• you want structured courses with exercises instead of a paper list

Facets

learning-resource · maturity maintenance

documentation machine-learning deep-learning artificial-intelligence tutorials cross-platform papers reading-list reinforcement-learning game-theory statistics awesome-list

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markdown · JSON · MCP: product_card(name="tirthajyoti/Papers-Literature-ML-DL-RL-AI")