Reinforcement learning · MLD-0880
Partially observable Markov decision process
A decision model where the agent receives incomplete observations of the underlying state.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Control a system with hidden variables.
Original caveat
Memory or state estimation may be needed for effective control.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Evaluation.
Tags: RL · DL · SLM · LLM.
Aliases: POMDP.
Related concepts
Concepts linking here
Original references
- OpenAI Spinning Up: reinforcement learning ↗ · Consulted
- TRL documentation ↗ · Consulted
- Original reference URL ↗