Our lab has three IROS papers this week in Abu Dhabi #iros2024! Please stop by the sessions and posters! Real-time Model Predictive Control with Zonotope-Based Neural Networks for Bipedal Social Navigation (Oral, Friday, Locomotion Control) Abdulaziz Shamsah paper: https://lnkd.in/exFH8MP4 video: https://lnkd.in/ekWQCews Bipedal Safe Navigation over Uncertain Rough Terrain: Unifying Terrain Mapping and Locomotion Stability (Friday, Humanoid and Bipedal Locomotion) Kasidit Muenprasitivej paper: https://lnkd.in/enUR25GE video: https://lnkd.in/envRcvfC LTL-D*: Incrementally Optimal Replanning for Feasible and Infeasible Tasks in Linear Temporal Logic Specifications (Wed, Robotics and Automation III) Jiming Ren paper: https://lnkd.in/eMkRwuG3 video: https://lnkd.in/eMAYFPut
Laboratory for Intelligent Decision and Autonomous Robots (LIDAR Lab)
研究服务
Atlanta,Georgia 334 位关注者
LIDAR Group targets research on decision-making, planning, and control of highly agile robots in complex environments
关于我们
The Laboratory for Intelligent Decision and Autonomous Robots (LIDAR) at Georgia Tech focuses on planning, control, decision-making, applied optimization, and learning algorithms of highly dynamic, under-actuated, and human-cooperative robots maneuvering in dynamically-changing, unstructured, and possibly adversarial environments. We are especially interested in computationally efficient optimization algorithms and formal methods for challenging robotics problems with formal guarantees on robustness, safety, provable correctness, autonomy, and real-time performance. The lab aims at pushing the boundary of robot autonomy, intelligent decision, robust motion representation, and symbolic planning reasoning. Our long-term goal is to devise theoretical and algorithmic underpinnings for collaborative humanoid and mobile robots, and human assistive devices, operating in unstructured and unpredictable environments while working alongside humans. Robotic applications primarily focus on agile bipedal and quadrupedal locomotion, robust manipulation, heterogeneous robot teaming, safe lower-limb exoskeleton, and mobile platforms for extreme environment maneuvering.
- 网站
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https://lab-idar.gatech.edu/
Laboratory for Intelligent Decision and Autonomous Robots (LIDAR Lab)的外部链接
- 所属行业
- 研究服务
- 规模
- 11-50 人
- 总部
- Atlanta,Georgia
- 类型
- 教育机构
地点
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主要
US,Georgia,Atlanta,30308-1090
Laboratory for Intelligent Decision and Autonomous Robots (LIDAR Lab)员工
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Abdulaziz Shamsah
PhD Candidate at Georgia Institute of Technology
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Ziyi Zhou
Ph.D. candidate @ Georgia Tech | Legged locomotion and manipulation
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Haris Miller
Robotics Graduate Student at Georgia Tech | Graduate Autonomy Intern at Sandia National Laboratories
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Sean Lublinsky
Applied Physics & Mechanical Engineering @ GT
动态
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Opt2Skill (https://lnkd.in/eenxVd9f) combines TO and RL to enable real-world humanoid loco-manipulation tasks. Shoutout to all the collaborators! Fukang Liu, Zhaoyuan Gu, Yilin Cai, Ziyi Zhou, Shijie Zhao, Hyunyoung Jung, Sehoon Ha, Yue Chen, Danfei Xu, Ye Zhao
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Laboratory for Intelligent Decision and Autonomous Robots (LIDAR Lab)转发了
Please check our recent work on social navigation for Digit humanoid robot! Key insights on leveraging socially acceptable norms for legged navigation! project website: https://szn-mpc.github.io/ paper: https://lnkd.in/eN2CSKUG video: https://lnkd.in/eVX2pkd9
Socially Acceptable Bipedal Robot Navigation via Social Zonotope Network Model Predictive Control
https://www.youtube.com/
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Please check our recent work on social navigation for Digit humanoid robot! Key insights on leveraging socially acceptable norms for legged navigation! project website: https://szn-mpc.github.io/ paper: https://lnkd.in/eN2CSKUG video: https://lnkd.in/eVX2pkd9
Socially Acceptable Bipedal Robot Navigation via Social Zonotope Network Model Predictive Control
https://www.youtube.com/
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One of the great parts about having biped roboticists as next door neighbors is projects like this. It’s been fun to see casual chats about human and robot locomotion evolve into full studies! Check out our recent work with the folks from Georgia Tech's LIDAR Lab, led by Zhaoyuan Gu and Ye Zhao! The pre-print is currently out on arXiv (link below). Gregory Sawicki, PhD Video: https://lnkd.in/ep5ev6NJ Paper: https://lnkd.in/eq-6kQgg
Perturbation-Resilient Bipedal Locomotion via Signal Temporal Logic Guided Model Predictive Control
https://www.youtube.com/