Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates.
Souradeep DuttaKaustubh SridharOsbert BastaniEdgar DobribanJames WeimerInsup LeeJulia Parish-MorrisPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- reinforcement learning algorithms
- optimal policy
- reinforcement learning methods
- learning algorithm
- markov decision processes
- optimal control
- inverse reinforcement learning
- option pricing
- multi agent reinforcement learning
- autonomous learning
- temporal difference
- learning agents
- real option
- expert knowledge
- domain experts
- multi agent systems
- e learning
- transition model
- policy search
- information systems