Sindhu Padakandla

Researcher, Fujitsu Research India Pvt Ltd

Joined

September 2024

Names

Sindhu Padakandla (Preferred)

Emails

****@fujitsu.com (Confirmed)

,

****@gmail.com

Personal Links

Semantic Scholar

Career & Education History

Researcher

Fujitsu Research India Pvt Ltd (fujitsu.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

LLM

Present

Reinforcement Learning

Present

Machine Learning

Present

Publications

SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection
Sindhu Padakandla, Sadbhavana Babar, Rathod Darshan D, Manohar Kaul
- NAACL (Long Papers) 2025
- Readers: Everyone
A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments
Sindhu Padakandla
- ACM Comput. Surv. 2022
- Readers: Everyone
Data Efficient Safe Reinforcement Learning
Sindhu Padakandla, Prabuchandran K. J., Sourav Ganguly, Shalabh Bhatnagar
- SMC 2022
- Readers: Everyone
Memory-Based Deep Reinforcement Learning for Obstacle Avoidance in UAV With Limited Environment Knowledge
Abhik Singla, Sindhu Padakandla, Shalabh Bhatnagar
- Published: 01 Jan 2021, Last Modified: 19 Jun 2023
- IEEE Trans. Intell. Transp. Syst. 2021
- Readers: Everyone
Reinforcement learning algorithm for non-stationary environments
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
- Appl. Intell. 2020
- Readers: Everyone
Learning-Based Resource Allocation in Industrial IoT Systems
Sindhu Padakandla, Shilpa Rao, Shalabh Bhatnagar
- PIMRC 2020
- Readers: Everyone
Reinforcement Learning Algorithms for Autonomous Adaptive Agents
Sindhu Padakandla
- AAMAS 2020
- Readers: Everyone
Reinforcement Learning in Non-Stationary Environments
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
- CoRR 2019
- Readers: Everyone
Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge
Abhik Singla, Sindhu Padakandla, Shalabh Bhatnagar
- CoRR 2018
- Readers: Everyone

View all 16 publications

Co-Authors