diff --git a/README.md b/README.md index 6237d23..07a2f41 100644 --- a/README.md +++ b/README.md @@ -183,6 +183,10 @@ This repository serves as a comprehensive survey of context engineering techniqu GitHub stars +
  • The Landscape of Agentic Reinforcement Learning for LLMs: A Survey, Zhang et al., arXiv Badge + + GitHub stars +
    • Benchmarks @@ -1552,6 +1556,10 @@ This discipline is foundational for unlocking the full potential of LLMs in prod
  • Model Context Protocol (MCP), Anthropic, GitHub Badge
    • +
  • CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards, Xue et al., arXiv Badge +
    • +
  • Achilles Heel of Distributed Multi-Agent Systems, Zhang et al., arXiv Badge +
    • @@ -1668,6 +1676,10 @@ This discipline is foundational for unlocking the full potential of LLMs in prod
  • Agent-Pro: Learning to Evolve Coder Agents via Proposal-based Programming, Zhang et al., arXiv Badge
    • +
  • GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis, Liu et al., MLCB Badge + + GitHub stars +
    • @@ -1706,6 +1718,14 @@ This discipline is foundational for unlocking the full potential of LLMs in prod
  • Solving Olympiad Geometry without Human Demonstrations, Trinh et al., Nature Badge
    • +
  • GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis, Liu et al., arXiv Badge + + GitHub stars +
    • +
  • aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists, Zhang et al., arXiv Badge + + GitHub stars +
    • AI for Science Integration and Future Directions