robotics

3D Lunar Surface Modeling Using Chandrayaan-2 TMC DEM Data

Advanced planetary simulation system leveraging Unreal Engine 5 and Chandrayaan-2 Terrain Mapping Camera data for high-fidelity lunar surface modeling and rover mission planning applications.

Large-Scale DRL Exploration with Tunable Adaptive Exploration-Exploitation

Deep reinforcement learning-based reactive planner for large-scale Lidar-based autonomous robot exploration in 2D action space with novel alpha conditioning for exploration-exploitation control.

Vision-Language Grounded Multi-Robot Coordination and Navigation

Advanced multi-robot system that integrates vision and natural language processing for coordinated navigation and task execution in dynamic environments.

MathWorks Global Student Drone Challenge 2025

Vision-based autonomous drone navigation system implementing dynamic masking, ray-tracing, and closed-loop control for optimized track completion in competitive environments.

Path Planning of Low-Altitude UAV for Tree Canopy Tracking and Orchard Monitoring

Monocular vision-based UAV treeline following system using instance segmentation and curve-fitting algorithms for precise orchard navigation under wind disturbances.

CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction

CogniPlan leverages conditional generative inpainting models to predict multiple plausible layouts, mirroring human cognitive maps for uncertainty-guided path planning in unknown environments.

CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction

CogniPlan leverages conditional generative inpainting models to predict multiple plausible layouts, mirroring human cognitive maps for uncertainty-guided path planning in unknown environments.

Design and Development of Smart Automated Field Hockey Ball Launcher

Intelligent automated system for field hockey training featuring precise ball launching, trajectory control, and adaptive training programs for skill development.

ERC 2023 Remote

Advanced autonomous rover navigation system with robotic arm manipulation capabilities, implementing ArUco-based localization and collision-free motion planning for space exploration applications.