Reinforcement Learning Based Refresh Optimized Volatile STT-RAM Cache.
Shashank SumanHemangee K. KapoorPublished in: ISVLSI (2020)
Keyphrases
- reinforcement learning
- main memory
- function approximation
- memory access
- model free
- markov decision processes
- query processing
- prefetching
- data access
- random access memory
- hit rate
- access patterns
- state space
- dynamic programming
- learning problems
- temporal difference
- design considerations
- optimal control
- high levels
- action selection
- data structure
- learning algorithm
- memory hierarchy
- policy search
- cache management
- machine learning