Homen Shum

Agentic RL

NodeRL

Turn failed agent runs into the next better attempt.

  1. 01act
  2. 02evaluate
  3. 03remember
  4. 04repair
  5. 05export

What it is

Agentic-RL substrate for real software agents: trace -> reward -> memory -> repair. Curated extraction from NodeRoom.

Topics

  • agentic-rl
  • agents
  • evals
  • llm
  • reinforcement-learning
  • typescript

Start here

Facts

  • TypeScript
  • MIT license
  • Updated Oct 2026

What an agent reads, remembers and records.