Reinforcement learning · MLD-0290
Deep Q-network
A Q-learning approach using a neural value approximator with stabilization mechanisms such as replay and target networks.
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 discrete-action game policies.
Original caveat
A DQN is not synonymous with every critic network.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Evaluation.
Tags: RL · DL · SLM · LLM.
Aliases: DQN.
Related concepts
Concepts linking here
Original references
- OpenAI Spinning Up: reinforcement learning ↗ · Consulted
- TRL documentation ↗ · Consulted
- Original reference URL ↗