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Manas-arumalla/README.md

Hi, I'm Manas Reddy Arumalla 👋

Estimation and safe control for aerial, mobile, and manipulation robots. I put classical, optimal, and learned methods on the same benchmark and report what actually wins — including the negative results.

vision-only ship-deck landing offshore recovery manipulator pick-and-place decentralized drone pursuit

Python C++ ROS 2 MuJoCo Gazebo PyTorch MATLAB PX4


Featured work

Project What it is
drone-landing-moving-platform Vision-only quadrotor landing on moving ground vehicles & seakeeping ship decks — JONSWAP wave-driven decks, ship air-wake, HJ-reachability + CBF safety shields, honest negative results
autonomous-go2-inspection Full ROS 2 Jazzy autonomy stack: a Go2 quadruped autonomously inspecting a facility — Nav2, RTAB-Map, YOLOE gauge detection
openarm-control Bimanual OpenArm v2 platform in MuJoCo: compliant control, cloth folding, articulated objects, ACT policies — unified in OpenArm-Bench
swarm-autonomy Decentralized GPS-denied drone swarm: onboard VIO, bandwidth-limited shared mapping, cooperative pursuit — no central node
intercept Classical vs optimal vs game-theoretic vs learned guidance on one field, ranked with an Elo/Bradley–Terry ladder (simulation-only, educational)
manipdyn UR5e planning & control lab: 8 controllers and 5 planners, fairly compared on auto-tuned, reproducible scenarios

Real hardware: norma-robot — LLM-supervised 8-DOF robot arm, winning entry of the "AI-Powered Robot Control" track at the Berlin AI × Robotics Hackathon · Unitree Go2 quadruped — hands-on work at the same hackathon (autonomous-go2-inspection is the simulated inspection stack) · Steady-Stride — a physical self-balancing robot (MPU-6050, real-time PID in C++) · eyrc22_Pharma_Bot — Raspberry Pi hospital-delivery robot, e-Yantra 2022–23


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  1. drone-landing-moving-platform drone-landing-moving-platform Public

    Vision-based autonomous quadrotor landing on moving ground rovers and 6-DOF seakeeping ship decks (MuJoCo) - an onboard-sensor-only stack with geometric/MPC/IBVS/RL control, formal-safety shields (…

    Python

  2. openarm-control openarm-control Public

    A tested control, planning, perception, bimanual, and learning platform for the Enactic OpenArm v2 (7-DOF x2) in MuJoCo: IK / Cartesian / compliant control, RRT-Connect planning, dynamic catching a…

    Python 3 1

  3. intercept intercept Public

    Elo ratings for missile-guidance laws — a reproducible benchmark putting classical, optimal, game-theoretic, and learned interception guidance on one fair field (simulation-only).

    Python

  4. ballpark ballpark Public

    A reproducible benchmark that races classical and learned mobile-autonomy stacks on identical tasks — navigation to robot soccer.

    Python

  5. swarm-autonomy swarm-autonomy Public

    Decentralized multi-drone autonomy for GPS-denied urban search & pursuit — onboard VIO, CPU/GPU mapping, decentralized planning & cooperative interception on PX4 + Gazebo + ROS 2.

    Python 1

  6. autonomous-go2-inspection autonomous-go2-inspection Public

    Autonomous quadruped inspection: a Unitree Go2 autonomously maps an unknown facility, finds and 3D-localizes every gauge, and writes an inspection report. ROS 2 Jazzy + Gazebo Harmonic (RTAB-Map SL…

    Python