Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation.
Qingfeng LanYangchen PanJun LuoA. Rupam MahmoodPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- memory efficient
- reinforcement learning
- domain knowledge
- knowledge representation
- learning systems
- knowledge management
- learned knowledge
- knowledge base
- knowledge sources
- higher level
- knowledge discovery
- prior knowledge
- knowledge acquisition
- function approximation
- iterative deepening
- artificial intelligence
- multiple sequence alignment
- external memory
- data structure
- reinforcement learning algorithms
- model free
- knowledge transfer
- expert systems
- markov decision processes
- heuristic search
- orders of magnitude
- design process
- knowledge based systems