Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games.
Yunqiu XuMeng FangLing ChenYali DuJoey Tianyi ZhouChengqi ZhangPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- learning agents
- action sets
- computer games
- visual attention
- video games
- hierarchical reinforcement learning
- function approximation
- autonomous mental development
- temporal difference
- game theory
- machine learning
- reinforcement learning agents
- multiagent learning
- multiple layers
- model free
- neural network
- hierarchical structure
- state space
- optimal policy
- visual features
- perfect information
- learning algorithm
- learning process
- policy search
- monte carlo tree search
- supervised learning
- game play
- temporal difference learning
- deep learning
- nash equilibria
- action selection
- educational games