Reinforcement Learning by Guided Safe Exploration.
Qisong YangThiago D. SimãoNils JansenSimon H. TindemansMatthijs T. J. SpaanPublished in: ECAI (2023)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- model based reinforcement learning
- exploration exploitation
- function approximation
- state space
- learning problems
- autonomous learning
- control problems
- reinforcement learning algorithms
- exploration exploitation tradeoff
- optimal policy
- balancing exploration and exploitation
- multi agent
- reinforcement learning methods
- learning algorithm
- markov decision processes
- databases
- model free
- dynamic programming
- optimal control
- robotic control
- interactive exploration
- temporal difference
- search strategies
- control system
- active learning
- learning process
- information retrieval