Sindhu Padakandla

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Gradient Orientation

Eligibility Traces

Partially Observable Environments

Resource Allocation

Top Venues

Publications

Sindhu Padakandla, Prabuchandran K. J., Sourav Ganguly, Shalabh Bhatnagar
Data Efficient Safe Reinforcement Learning. SMC (2022)
Sindhu Padakandla
A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments. ACM Comput. Surv. 54 (6) (2021)
Abhik Singla, Sindhu Padakandla, Shalabh Bhatnagar
Memory-Based Deep Reinforcement Learning for Obstacle Avoidance in UAV With Limited Environment Knowledge. IEEE Trans. Intell. Transp. Syst. 22 (1) (2021)
Sindhu Padakandla
Reinforcement Learning Algorithms for Autonomous Adaptive Agents. AAMAS (2020)
Sindhu Padakandla, Shilpa Rao, Shalabh Bhatnagar
Learning-Based Resource Allocation in Industrial IoT Systems. PIMRC (2020)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Reinforcement learning algorithm for non-stationary environments. Appl. Intell. 50 (11) (2020)
Sindhu Padakandla
A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments. CoRR (2020)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Reinforcement Learning in Non-Stationary Environments. CoRR (2019)
Abhik Singla, Sindhu Padakandla, Shalabh Bhatnagar
Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge. CoRR (2018)
Sandeep Kumar, Sindhu Padakandla, Chandrashekar Lakshminarayanan, Priyank Parihar, K. Gopinath, Shalabh Bhatnagar
Scalable Performance Tuning of Hadoop MapReduce: A Noisy Gradient Approach. CLOUD (2017)
Sandeep Kumar, Sindhu Padakandla, Chandrashekar Lakshminarayanan, Priyank Parihar, K. Gopinath, Shalabh Bhatnagar
Performance Tuning of Hadoop MapReduce: A Noisy Gradient Approach. CoRR (2016)
Raj Kumar Maity, Chandrashekar Lakshminarayanan, Sindhu Padakandla, Shalabh Bhatnagar
Shaping Proto-Value Functions Using Rewards. ECAI (2016)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Energy Sharing for Multiple Sensor Nodes with Finite Buffers. CoRR (2015)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Energy Sharing for Multiple Sensor Nodes With Finite Buffers. IEEE Trans. Commun. 63 (5) (2015)
Saswata Chakravarty, Sindhu Padakandla, Shalabh Bhatnagar
A simulation-based algorithm for optimal pricing policy under demand uncertainty. Int. Trans. Oper. Res. 21 (5) (2014)