Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling.
Kenny J. YoungRichard S. SuttonShuo YangPublished in: CoRR (2018)
Keyphrases
- learning agent
- episodic memory
- reinforcement learning
- reservoir sampling
- cognitive architecture
- state space
- random sampling
- solving problems
- data streams
- learning algorithm
- reinforcement learning algorithms
- learning capabilities
- learning tasks
- language understanding
- sampling algorithm
- learning process
- information processing
- supervised learning
- function approximation
- natural language processing
- temporal difference
- reward function
- multi agent