Affordance Learning from Play for Sample-Efficient Policy Learning

Author:

Borja-Diaz Jessica1,Mees Oier1,Kalweit Gabriel1,Hermann Lukas1,Boedecker Joschka1,Burgard Wolfram1

Affiliation:

1. University of Freiburg,Germany

Publisher

IEEE

Reference36 articles.

1. Unseen object in-stance segmentation for robotic environments;xie;IEEE Transactions on Robotics (T-RO),2021

2. Grounded Human-Object Interaction Hotspots From Video

3. Using Object Affordances to Improve Object Recognition

4. Dexterous robotic grasping with object-centric visual affordances;mandikal;ICRA,2021

5. Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor;haarnoja;International Conference on Machine Learning,0

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1. A2G: Leveraging Intuitive Physics for Force-Efficient Robotic Grasping;IEEE Robotics and Automation Letters;2024-07

2. Information-driven Affordance Discovery for Efficient Robotic Manipulation;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

3. Universal Visual Decomposer: Long-Horizon Manipulation Made Easy;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

4. Articulated Object Manipulation with Coarse-to-fine Affordance for Mitigating the Effect of Point Cloud Noise;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

5. Temporal Logic Guided Affordance Learning for Generalizable Dexterous Manipulation;2024 7th International Symposium on Autonomous Systems (ISAS);2024-05-07

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