opendilab/awesome-model-based-RL resource

Health v2 · maintenance only

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1393 stars · 79 forks observed · 2026-08-28

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

A curated, continually updated list of research papers, tutorials, and codebases for model-based reinforcement learning (MBRL). It organizes papers by venue and year, from classic works through ICML/ICLR 2026, and includes a taxonomy of MBRL algorithms.

Use cases

• find model-based reinforcement learning papers
• survey the state of the art in MBRL
• learn about model-based RL algorithms and taxonomy
• track new MBRL papers from NeurIPS, ICML, and ICLR
• find codebases for model-based RL research
• get started learning model-based reinforcement learning

When to choose

• you need a curated, up-to-date reading list for model-based RL research
• you want papers organized by conference and year with a taxonomy overview
• you are surveying the MBRL literature for a project or literature review

When to avoid

• you need runnable RL algorithms or a training framework rather than a paper list
• you are looking for model-free reinforcement learning resources
• you need tutorials for beginners rather than research papers

Facets

learning-resource · maturity active

documentation reinforcement-learning machine-learning tutorials awesome-lists cross-platform awesome-list model-based-rl research-papers curated-resources reinforcement-learning

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markdown · JSON · MCP: product_card(name="opendilab/awesome-model-based-RL")