Oliehoek, Frans A.
- MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning
2020/06/30 by van der Pol, Elise, Worrall, Daniel E., van Hoof, Herke +2 · 10 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Mimicking Evolution with Reinforcement Learning
2020/03/31 by João P. Abrantes, Abrantes, João P., Arnaldo J. Abrantes +3 · 1 voice · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #I.2.0 #Reinforcement Learning in Robotics #cs.AI
- Plannable Approximations to MDP Homomorphisms: Equivariance under\n Actions
2020/02/27 by Elise van der Pol, Thomas Kipf, van der Pol, Elise +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Scalable Planning and Learning for Multiagent POMDPs: Extended Version
2014/04/04 by Christopher Amato, Amato, Christopher, Frans A. Oliehoek +1 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL
2023/06/04 by Miguel Suau, Matthijs T. J. Spaan, Suau, Miguel +3 · 3 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
- Multi-Agent MDP Homomorphic Networks
2021/10/09 by van der Pol, Elise, van Hoof, Herke, Oliehoek, Frans A. +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- MORAL: Aligning AI with Human Norms through Multi-Objective Reinforced Active Learning
2021/12/30 by Markus F. Peschl, Peschl, Markus, Arkady Zgonnikov +5 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Learning from Demonstration in the Wild
2018/11/08 by Behbahani, Feryal, Shiarlis, Kyriacos, Chen, Xi +8 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GANGs: Generative Adversarial Network Games
2017/12/02 by Frans A. Oliehoek, Oliehoek, Frans A., Rahul Savani +9 · 2 citations
Computer Science · Physics and Astronomy · #Reinforcement Learning in Robotics #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis
- Multi-agent active perception with prediction rewards
2020/10/22 by Mikko Lauri, Lauri, Mikko, Frans A. Oliehoek +1 · 1 citation
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Auction Theory and Applications #Game Theory and Applications
- When Do Off-Policy and On-Policy Policy Gradient Methods Align?
2024/02/19 by Mambelli, Davide, Bongers, Stephan, Zoeter, Onno +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Timing the Match: A Deep Reinforcement Learning Approach for Ride-Hailing and Ride-Pooling Services
2025/03/17 by Bao, Yiman, Gao, Jie, He, Jinke +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Task-agnostic Lifelong Robot Learning with Retrieval-based Weighted Local Adaptation
2024/10/03 by Pengzhi Yang, Xinyu Wang, Yang, Pengzhi +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO)