Awesome Human-Robot Interaction
Human-Robot Interaction is one of the most active areas in Awesome Robotics — 2,801 papers in this collection, evaluated on datasets like LIBERO, RLBench, Unitree G-1. A strong starting point is "Learning Hand-eye Coordination For Robotic Grasping With Deep Learning And Large-scale Data Collection".
Datasets & benchmarks
Key papers
- Learning Hand-eye Coordination For Robotic Grasping With Deep Learning And Large-scale Data Collection (2016)Sergey Levine, Peter Pastor, Alex Krizhevsky, et al.23.20
- Antipodal Robotic Grasping Using Generative Residual Convolutional Neural Network (2019)Sulabh Kumra, Shirin Joshi, Ferat Sahin19.27
- Residual Reinforcement Learning For Robot Control (2018)Tobias Johannink, Shikhar Bahl, Ashvin Nair, et al.18.62
- More Than A Feeling: Learning To Grasp And Regrasp Using Vision And Touch (2018)Roberto Calandra, Andrew Owens, Dinesh Jayaraman, et al.18.49
- Kernelized Movement Primitives (2017)Yanlong Huang, Leonel Rozo, João Silvério, et al.17.74
- Collision Avoidance In Pedestrian-rich Environments With Deep Reinforcement Learning (2019)Michael Everett, Yu Fan Chen, Jonathan P. How17.18
- Dynamic Movement Primitives In Robotics: A Tutorial Survey (2021)Matteo Saveriano, Fares J. Abu-Dakka, Aljaz Kramberger, et al.17.14
- Diffusion-based Generation, Optimization, And Planning In 3D Scenes (2023)Siyuan Huang, Zan Wang, Puhao Li, et al.16.93
- Deep Reinforcement Learning For The Control Of Robotic Manipulation: A Focussed Mini-review (2021)Rongrong Liu, Florent Nageotte, Philippe Zanne, et al.16.55
- Robot Hand-eye Calibration Using Structure-from-motion (2023)Nicolas Andreff, Radu Horaud, Bernard Espiau16.36
- Learning Agile Soccer Skills For A Bipedal Robot With Deep Reinforcement Learning (2023)Tuomas Haarnoja, Ben Moran, Guy Lever, et al.16.21
- Universal Manipulation Interface: In-the-wild Robot Teaching Without In-the-wild Robots (2024)Cheng Chi, Zhenjia Xu, Chuer Pan, et al.16.12
- DIPN: Deep Interaction Prediction Network With Application To Clutter Removal (2020)Baichuan Huang, Shuai D. Han, Abdeslam Boularias, et al.15.83
- Dynamic Locomotion For Passive-ankle Biped Robots And Humanoids Using Whole-body Locomotion Control (2019)D. Kim, S. Jorgensen, J. Lee, et al.15.73
- Stair Climbing Stabilization Of The HRP-4 Humanoid Robot Using Whole-body Admittance Control (2018)Stéphane Caron, Abderrahmane Kheddar, Olivier Tempier15.70
- Task And Motion Planning With Large Language Models For Object Rearrangement (2023)Yan Ding, Xiaohan Zhang, Chris Paxton, et al.15.62
- Object-independent Human-to-robot Handovers Using Real Time Robotic Vision (2020)Patrick Rosenberger, Akansel Cosgun, Rhys Newbury, et al.15.46
- Learning Dexterous Manipulation For A Soft Robotic Hand From Human Demonstration (2016)Abhishek Gupta, Clemens Eppner, Sergey Levine, et al.15.43
- Multimodal Probabilistic Model-based Planning For Human-robot Interaction (2017)Edward Schmerling, Karen Leung, Wolf Vollprecht, et al.15.43
- Distributed Controller-estimator For Target Tracking Of Networked Robotic Systems Under Sampled Interaction (2016)Ming-Feng Ge, Zhi-Hong Guan, Bin Hu, et al.15.16
- Goal Set Inverse Optimal Control And Iterative Re-planning For Predicting Human Reaching Motions In Shared Workspaces (2016)Jim Mainprice, Rafi Hayne, Dmitry Berenson15.10
- Robotic Guide Dog: Leading A Human With Leash-guided Hybrid Physical Interaction (2021)Anxing Xiao, Wenzhe Tong, Lizhi Yang, et al.14.97
- Robust Navigation Of A Soft Growing Robot By Exploiting Contact With The Environment (2019)Joseph D. Greer, Laura H. Blumenschein, Ron Alterovitz, et al.14.80
- Admittance Control Parameter Adaptation For Physical Human-robot Interaction (2017)Chiara Talignani Landi, Federica Ferraguti, Lorenzo Sabattini, et al.14.58
- Reuleaux: Robot Base Placement By Reachability Analysis (2017)Abhijit Makhal, Alex K. Goins14.51
- Fully Distributed Cooperation For Networked Uncertain Mobile Manipulators (2018)Yi Ren, Sandra Hirche14.51
- Probabilistically Safe Robot Planning With Confidence-based Human Predictions (2018)Jaime F. Fisac, Andrea Bajcsy, Sylvia L. Herbert, et al.14.47
- Learning High-dof Reaching-and-grasping Via Dynamic Representation Of Gripper-object Interaction (2022)Qijin She, Ruizhen Hu, Juzhan Xu, et al.14.43
- Reactive Human-to-robot Handovers Of Arbitrary Objects (2020)Wei Yang, Chris Paxton, Arsalan Mousavian, et al.14.35
- Autotamp: Autoregressive Task And Motion Planning With Llms As Translators And Checkers (2023)Yongchao Chen, Jacob Arkin, Charles Dawson, et al.14.11
- Learning To Generalize Across Long-horizon Tasks From Human Demonstrations (2020)Ajay Mandlekar, Danfei Xu, Roberto Martín-Martín, et al.14.11
- Modeling Cooperative Navigation In Dense Human Crowds (2017)Anirudh Vemula, Katharina Muelling, Jean Oh14.11
- Human-to-robot Imitation In The Wild (2022)Shikhar Bahl, Abhinav Gupta, Deepak Pathak14.06
- Enhancing The Llm-based Robot Manipulation Through Human-robot Collaboration (2024)Haokun Liu, Yaonan Zhu, Kenji Kato, et al.13.97
- A Hierarchical Architecture For Human-robot Cooperation Processes (2020)Kourosh Darvish, Enrico Simetti, Fulvio Mastrogiovanni, et al.13.84
- Articulated Object Interaction In Unknown Scenes With Whole-body Mobile Manipulation (2021)Mayank Mittal, David Hoeller, Farbod Farshidian, et al.13.84
- Learning Interaction-aware Trajectory Predictions For Decentralized Multi-robot Motion Planning In Dynamic Environments (2021)Hai Zhu, Francisco Martinez Claramunt, Bruno Brito, et al.13.84
- Sociosense: Robot Navigation Amongst Pedestrians With Social And Psychological Constraints (2017)Aniket Bera, Tanmay Randhavane, Rohan Prinja, et al.13.74
- Learning World Transition Model For Socially Aware Robot Navigation (2020)Yuxiang Cui, Haodong Zhang, Yue Wang, et al.13.71
- Robot Navigation In Constrained Pedestrian Environments Using Reinforcement Learning (2020)Claudia Pérez-D'Arpino, Can Liu, Patrick Goebel, et al.13.65
- Neural-swarm2: Planning And Control Of Heterogeneous Multirotor Swarms Using Learned Interactions (2020)Guanya Shi, Wolfgang Hönig, Xichen Shi, et al.13.60
- Robot Navigation In A Crowd By Integrating Deep Reinforcement Learning And Online Planning (2021)Zhiqian Zhou, Pengming Zhu, Zhiwen Zeng, et al.13.60
- Densephysnet: Learning Dense Physical Object Representations Via Multi-step Dynamic Interactions (2019)Zhenjia Xu, Jiajun Wu, Andy Zeng, et al.13.55
- Simultaneous Semantic And Collision Learning For 6-dof Grasp Pose Estimation (2021)Yiming Li, Tao Kong, Ruihang Chu, et al.13.50
- Etpnav: Evolving Topological Planning For Vision-language Navigation In Continuous Environments (2023)Dong An, Hanqing Wang, Wenguan Wang, et al.13.44
- Safe Multi-agent Interaction Through Robust Control Barrier Functions With Learned Uncertainties (2020)Richard Cheng, Mohammad Javad Khojasteh, Aaron D. Ames, et al.13.44
- Robot Learning Of Shifting Objects For Grasping In Cluttered Environments (2019)Lars Berscheid, Pascal Meißner, Torsten Kröger13.39
- I-planner: Intention-aware Motion Planning Using Learning Based Human Motion Prediction (2016)Jae Sung Park, Chonhyon Park, Dinesh Manocha13.39
- Neuropod: A Real-time Neuromorphic Spiking CPG Applied To Robotics (2019)Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Pena, et al.13.34
- IRIS: Implicit Reinforcement Without Interaction At Scale For Learning Control From Offline Robot Manipulation Data (2019)Ajay Mandlekar, Fabio Ramos, Byron Boots, et al.13.28
- Synthesizing Diverse Human Motions In 3D Indoor Scenes (2023)Kaifeng Zhao, Yan Zhang, Shaofei Wang, et al.13.28
- Imitation Learning Based On Bilateral Control For Human-robot Cooperation (2019)Ayumu Sasagawa, Kazuki Fujimoto, Sho Sakaino, et al.13.17
- A Scalable Framework For Real-time Multi-robot, Multi-human Collision Avoidance (2018)Andrea Bajcsy, Sylvia L. Herbert, David Fridovich-Keil, et al.13.05
- Online Non-linear Centroidal MPC For Humanoid Robot Locomotion With Step Adjustment (2022)Giulio Romualdi, Stefano Dafarra, Giuseppe L'Erario, et al.13.05
- Socnavbench: A Grounded Simulation Testing Framework For Evaluating Social Navigation (2021)Abhijat Biswas, Allan Wang, Gustavo Silvera, et al.12.99
- Active Inference Body Perception And Action For Humanoid Robots (2019)Guillermo Oliver, Pablo Lanillos, Gordon Cheng12.99
- An Object Deformation-agnostic Framework For Human-robot Collaborative Transportation (2022)Doganay Sirintuna, Alberto Giammarino, Arash Ajoudani12.99
- Pose Estimation For Ground Robots: On Manifold Representation, Integration, Re-parameterization, And Optimization (2019)Mingming Zhang, Xingxing Zuo, Yiming Chen, et al.12.99
- Ultra-fast, Programmable, And Electronics-free Soft Robots Enabled By Snapping Metacaps (2022)Lishuai Jin, Yueying Yang, Bryan O. Torres Maldonado, et al.12.93
- Estimation And Exploitation Of Objects' Inertial Parameters In Robotic Grasping And Manipulation: A Survey (2019)Nikos Mavrakis, Rustam Stolkin12.93