Relational Deep Reinforcement Learning.
Vinícius Flores ZambaldiDavid RaposoAdam SantoroVictor BapstYujia LiIgor BabuschkinKarl TuylsDavid P. ReichertTimothy P. LillicrapEdward LockhartMurray ShanahanVictoria LangstonRazvan PascanuMatthew BotvinickOriol VinyalsPeter W. BattagliaPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- relational reinforcement learning
- relational databases
- relational data
- function approximation
- data model
- state space
- relational model
- learning problems
- reinforcement learning algorithms
- optimal policy
- multi agent
- database language
- transition model
- temporal difference learning
- learning classifier systems
- relational learning
- deep learning
- model free
- temporal difference
- robotic control
- genetic algorithm
- entity relationship
- multi relational
- optimal control
- transfer learning
- dynamic programming
- learning process
- learning algorithm