Towards Deep Symbolic Reinforcement Learning.
Marta GarneloKai ArulkumaranMurray ShanahanPublished in: CoRR (2016)
Keyphrases
- reinforcement learning
- function approximation
- markov decision processes
- machine learning
- robotic control
- state space
- model free
- reinforcement learning algorithms
- multi agent
- symbolic data
- control problems
- relational reinforcement learning
- multi agent reinforcement learning
- reinforcement learning methods
- data sets
- learning process
- learning algorithm
- markov decision process
- deep learning
- learning agent
- action selection
- symbolic representation
- optimal policy
- connectionist models
- symbolic reasoning
- belief nets
- connectionist systems
- direct policy search