Reinforcement learning · MLD-0700
Markov decision process
A decision model with states, actions, transitions, rewards, and a Markov assumption.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Formalize sequential control.
Original caveat
Real-world tasks may only be approximated by the chosen MDP.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Evaluation.
Tags: RL · DL · SLM · LLM.
Aliases: MDP.
Related concepts
Concepts linking here
Original references
- OpenAI Spinning Up: reinforcement learning ↗ · Consulted
- TRL documentation ↗ · Consulted
- Original reference URL ↗