Muhan Hou

According to our database, Muhan Hou authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Can you see how I learn? Human Observers' Inferences about Reinforcement Learning Agents' Learning Processes.

Bernhard Hilpert, Muhan Hou, Kim Baraka, Joost Broekens

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Robot Policy Transfer with Online Demonstrations: An Active Reinforcement Learning Approach.

Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

Active Robot Curriculum Learning from Online Human Demonstrations.

Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka

Proceedings of the 20th ACM/IEEE International Conference on Human-Robot Interaction, 2025

2024

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

Muhan Hou, Koen V. Hindriks, Guszti Eiben, Kim Baraka

Proceedings of the 12th International Conference on Human-Agent Interaction, 2024

2023

A Process-Oriented Framework for Robot Imitation Learning in Human-Centered Interactive Tasks.

Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Shaping Imbalance into Balance: Active Robot Guidance of Human Teachers for Better Learning from Demonstrations.

Muhan Hou, Koen V. Hindriks, A. E. Eiben, Kim Baraka

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

2022

A Multi-Behavior Planning Framework for Robot Guide.

Muhan Hou, Zonghao Mu, Jing Li, Qizhi Yu, Jason Gu

CoRR, 2022