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Project Ideas for Doctor of Philosophy in Robotics

Advance autonomous systems that safely serve society.

🏛 Introduction

CMU’s Robotics PhD situates you in the legendary Robotics Institute, where self-driving cars, Mars rovers, and surgical robots were born. Your dissertation could span adaptive manipulation, human-robot teaming, or bio-inspired mobility, backed by facilities like the 150-acre NREC test site and motion-capture humanoid arenas. Interdisciplinary ethics coursework ensures your research accounts for safety, labor, and environmental impacts.

💡 Suggested Project Titles

Event-camera visual-odometry pipeline robust to HDR lighting

Legged robot gait adaptation via differentiable physics simulators

Safe hierarchical RL for warehouse cobots with reachability shields

Swarm planning under intermittent mesh communication

Tactile-sensing fingertip for compliant food handling

Explainable task planner translating LLM goals into robot actions

Aerial-aquatic hybrid drone mechanics for coastal monitoring

Real-time whole-body optimization on GPU embedded boards

Psychophysics study shaping social cue design for service robots

LiDAR-only map-based localization in GPS-denied mines

Policy paper on certification pathways for surgical cobots

Open dataset of off-road terrain with wheel-slip measurements

Human-in-the-loop shared autonomy for assistive exoskeletons

Bio-inspired soft gripper printed with variable-durometer TPU

Energy-aware mission planner extending UAV endurance 30 %

Carnegie Mellon – PhD in Robotics

Invent resilient robots and shape autonomy ethics at CMU.

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