Reinforcement learning · MLD-1219
Temporal-difference learning
Updating predictions using rewards and bootstrapped estimates of later values.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Learn value estimates from experience.
Original caveat
Targets depend on current estimates and can be biased.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Evaluation.
Tags: RL · DL · SLM · LLM.
Aliases: TD learning.
Related concepts
Concepts linking here
Original references
- OpenAI Spinning Up: reinforcement learning ↗ · Consulted
- TRL documentation ↗ · Consulted
- Original reference URL ↗