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Intelligent Robot Motion Lab's Projects

3detr-demo icon 3detr-demo

Demo for 3DETR - an End-to-end transformer model for 3D object detection

adaptsim icon adaptsim

Code Release for AdaptSim: Task-Driven Simulation Adaptation for Sim-to-Real Transfer

agile_flight icon agile_flight

Developing and Comparing Vision-based Algorithms for Vision-based Agile Flight

atla icon atla

Leveraging Language for Accelerated Learning of Tool Manipulation

daqhats icon daqhats

MCC DAQ HAT Library for Raspberry Pi

dragen icon dragen

Distributionally Robust Policy Learning via Adversarial Environment Generation

failure-prediction icon failure-prediction

Code for paper titled "Failure Prediction with Statistical Guarantees for Vision-Based Robot Control"

gym-pybullet-drones icon gym-pybullet-drones

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

lcm icon lcm

Lightweight Communications and Marshalling

octo icon octo

Octo is a transformer-based robot policy trained on a diverse mix of 800k robot trajectories.

pac-bus icon pac-bus

Code for: "Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability"

pac-imitation icon pac-imitation

Code for Generalization Guarantees for (Multi-Modal) Imitation Learning

performance-limits icon performance-limits

Code for paper "Fundamental Performance Limits for Sensor-Based Robot Control and Policy Learning".

px4_msgs icon px4_msgs

ROS/ROS2 messages that match the uORB messages counterparts on the PX4 Firmware

px4_ros_com icon px4_ros_com

ROS2/ROS interface with PX4 through a Fast-RTPS bridge

simplerecon icon simplerecon

Fork of SimpleRecon: 3D Reconstruction Without 3D Convolutions

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