Deep reinforcement learning in agent-based simulations for optimal media planning.
Víctor Vargas-PérezPablo MesejoManuel ChicaOscar CordónPublished in: Inf. Fusion (2023)
Keyphrases
- reinforcement learning
- agent based simulations
- optimal control
- dynamic programming
- function approximation
- planning problems
- multi agent
- multimedia
- action selection
- optimal planning
- optimal plans
- state space
- machine learning
- control policy
- optimal policy
- domain independent
- reinforcement learning algorithms
- partially observable
- complex domains
- learning algorithm