The Archimedean trap: Why traditional reinforcement learning will probably not yield AGI.
Samuel Allen AlexanderPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- action selection
- artificial general intelligence
- intelligent systems
- function approximation
- optimal policy
- model free
- general intelligence
- learning algorithm
- reinforcement learning algorithms
- state space
- markov decision processes
- robotic control
- dea models
- learning process
- transfer learning
- cognitive model
- decision making
- human level
- multi agent reinforcement learning
- data sets
- real time
- machine learning
- policy search