"Give Me an Example Like This": Episodic Active Reinforcement Learning from Demonstrations

Muhan Hou, Koen Hindriks, A. E. Eiben +1

Reinforcement Learning (RL) has achieved great success in sequential decision-making problems, but often at the cost of a large number of agent-environment interactions. To improve…