Ramya Pradhan
Papers
1
Total Citations
14
H-Index
1
About
Ramya Pradhan is a leading researcher in swarm robotics, with a focus on decentralized control and emergent collective behavior. Her most-cited work, "Response probability enhances robustness in decentralized threshold-based robotic swarms" (2020, 14 citations), introduces a novel probabilistic mechanism that significantly improves the resilience of robot swarms to failures and environmental perturbations. By integrating stochastic response thresholds, Pradhan demonstrates how simple local rules can yield robust global coordination without centralized oversight—a key challenge in autonomous systems. Her contributions advance the theoretical foundations of swarm intelligence, offering practical pathways for designing scalable, fault-tolerant multi-robot systems. Beyond this landmark paper, Pradhan's research explores adaptive decision-making in distributed networks, with implications for search-and-rescue, environmental monitoring, and collective construction. Her work has been recognized for bridging theoretical models with real-world robotic applications, earning her a reputation as an innovator in decentralized robotics. For students and researchers, Pradhan’s insights into probabilistic swarming provide a compelling framework for tackling complex coordination problems in uncertain environments.
Research Focus
Key Achievements
Top Papers
- 1