Kim-Hammar/awesome-rl-for-cybersecurity resource

Health v2 · maintenance only

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1085 stars · 145 forks observed · 2026-08-28

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

A curated awesome-list of resources for applying reinforcement learning to cyber security, including RL environments, papers, books, blog posts, and talks. It focuses exclusively on RL-based work, excluding general machine learning approaches.

Use cases

• find reinforcement learning papers on cybersecurity
• discover RL environments for security research
• learn about autonomous security management with RL
• find datasets and simulators for RL-based intrusion response
• start researching RL for network defense
• find books and talks on RL for security

When to choose

• you need a starting point for RL-in-cybersecurity research
• you want curated papers, environments, and talks in one place
• you are looking for RL cyber ranges and simulation platforms

When to avoid

• you need general machine learning for cybersecurity resources
• you need runnable software rather than a resource list
• you need production security tooling

Facets

learning-resource · maturity active

reinforcement-learning security documentation security reinforcement-learning awesome-lists cross-platform awesome-list curated-resources cyber-range research-papers rl-environments

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Kim-Hammar/awesome-rl-for-cybersecurity")