Final Project
- The spring 2018 final project documents are available here:
- AQ+FETCH-POMDP
- TiltCopter
- Holographic Waypoint Navigation
- GenSeg: Generating and Segmenting Plant Images for Sustainable Agriculture
- Imitation Game
- Fetch POMDP 2.0
- Applying Abstract Markov Decision Process on Building Domain
- ROS-enabled Teleoperation with the Microsoft HoloLens
- Please Wait to Be Seated: Empty Chair Detection and Navigation with Movo
- Playing Games with Baxter
- Seeing Eye to AIBO: Improving Human-Robot Interaction Using Virtual Reality and Voice Commands
- The spring 2019 final project documents are available here:
- Magic Skydio
- Formal Dialogue Model for Language Grounding Error Recovery
- Synergies between Pushing and Grasping
- Feature Based Disambiguation Dialog Model for Object Retrieval Task
- An Ambient Audio Dataset for Sample-Level Audio Generation
- Robotic Music Production
- Mission Planning and Manual Control Systems in an Autonomous Fixed-Wing Tailsitter
- Mutlitask for Learning Disentangled Representations in Maze Environments
- Baxter Solves The Rubik’s Cube
- Simulated Interactive Fabrication with Virtual Reality and a 3D Printer
- Adapting and Improving Activity Recognition for Kuri
- Learning to Ground Language to Temporal Logical Form
- Collision-Free Swarm Motion Planning with Control Barrier Functions
- Improving Movo Teleoperation in VR with Lidar
- Generalizing Artificial Intelligence to Play Super Mario World
- Communicating Robot State via Real Time Projection Mapping
- Exploration of Obstacle Tower Using Random Network Distillation
- Robotic Tank
The final presentations will take place during the last two classes (see schedule).
You should plan a 10 minute presentation with slides and five minutes
for questions. There will be no final exam. See the schedule for the written final project due date.
Your final project should be a written description of your work with the following sections:
- Abstract
- First sentence: why the problem is important/hard
- Second sentence: why related work falls short.
- Third-fifth sentences: summarize your technical apporach
- Sixth-seventh sentences: What can the robot do that it couldn’t do before?
- Introduction
- First paragraph: why the problem is important
- Second paragraph: high-level summary of previous approaches and why they fall short.
- Third/fourth paragraphs: your technical approach for solving the problem.
- Fifth paragraph: Your evaluation - how you know it works.
- Related Work
- Description of related work. Describe the previous approach, and then describe how your approach is different/better.
- Technical Approach
- Formal description of the problem you are solving.
- Description of the technical approach you used to solve it.
- Equations are the “bones” of the paper. Each equation should flow from the next, explaining the approach.
- Evaluation
- What was your goal in building the technical approach above?
- How do you know you achieved your goal?
- Quantitative Evaluation: Compare to reasonable baselines on a number of representative tasks and quantify performance.
- Qualitative task: video demonstration of the robot’s new capability.
- Conclusion
- First paragraph: summary of the paper.
- Second, third, and fourth paragraphs: Future work and open problems, becomeing more and more abstract/long term.