Reinforcement learning · MLD-0579
Inverse reinforcement learning
Inferring a reward or preference model from observed behavior.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Infer objectives explaining expert demonstrations.
Original caveat
Many rewards can explain the same behavior.
Context and aliases
Level: Advanced. Stages: Theory · Training · Evaluation.
Tags: RL · DL · SLM · LLM.
Aliases: IRL.
Related concepts
Concepts linking here
Original references
- OpenAI Spinning Up: reinforcement learning ↗ · Consulted
- TRL documentation ↗ · Consulted
- Original reference URL ↗