2024HQL: An Augmented Q-learning Approach to Turn-based Heterogeneous Multi-Agent Systems
Kathmandu University
Research
2023Enhancing Usability and Reliability in Digital Payment Platforms: Overcoming the Adoption Challenges
Digital Learning Research Lab, Kathmandu University
Under WorkPeer‑to‑Peer Offline Payment Protocol for Mobile Devices
Kathmandu University
Projects
Aarya Pay
A proof-of-concept implementation of offline P2P transaction protocol.
- Seamless transitions between offline and online transactions
- Cryptographically secure payment and instant validation
- QR based payment with payload compaction
- Robust client side caching and syncronization mechanism
- Multi-stage CI/CD pipeline for automated testing and deployment
Norma
Deep reinforcement learning agent trained to play the game of Baghchal.
- Trained a deep reinforcement learning agent to play the game of Baghchal.
- Implemented the agent using the Proximal Policy Optimization algorithm.
- Developed the agent using the PyTorch library.
Sikshyalaya
Crossplatform Education Portal for Modern Classrooms
- Easy exchange of educational materials through resource sharing features.
- Assignment submission and grading system for efficient evaluation of students.
- Real-time communication and collaboration through live class chatroom.
- Secure passwordless authentication through QR codes.