Research

Publications

Pre-prints

  • G. Shakya, D. Sai Koti Reddy, S. Nath and P. Dayama, “Truthful and Fair Lateral Transshipment in Multi-Retailer Systems” (Under review)  [paper]
  • K. Sampath, S. Nishad, D. Sai Koti Reddy and P. Dayama, “Inventory Pooling using Deep Reinforcement Learning

Proceedings of International Conferences

  • Krishnasuri Narayanam, Kameshwaran Sampath, Ken Kumar, D. Sai Koti Reddy  and Pankaj Dayama, “Atomic Execution of Optimization Transactions on Permissioned Blockchains”, IEEE International Conference on Blockchain and Cryptocurrency 2021 (Accepted)
  • P. Parnika, Raghuram Bharadwaj Diddigi, D. Sai Koti Reddy  and Shalabh Bhatnagar, “Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning”, AAMAS, London-UK, 2021 (Equal Contribution)  [paper]
  • Kameshwaran Sampath, D. Sai Koti Reddy, Ken Kumar, Krishnasuri Narayanam, Pankaj Dayama and Suryanarayana Sankagiri, “Spot Collaborative Shipping Sans Orchestrator Using Blockchain”, IEEE Blockchain 2020
  • Kameshwaran Sampath, Pankaj Dayama, D. Sai Koti Reddy and Vinayaka D Pandit, “Invoice Reconciliation Using Blockchain”, INFORMS Annual Meeting 2020  [slides]
  • Kameshwaran Sampath, D. Sai Koti Reddy, Ken Kumar, Krishnasuri Narayanam, Pankaj Dayama and Vinayaka D Pandit, “Collaborative shipping sans orchestrator using Blockchain”, INFORMS Annual Meeting 2020  [slides]
  • S.Nayak, C.A.Ekbote, A.P.S.Chauhan, D.R.Bharadwaj, P.Ray, A.Sikdar, D. Sai Koti Reddy, and S.Bhatnagar, “Stochastic Game Framework for Efficient Energy Management in Microgrid Networks”, IEEE PES Innovative Smart Grid Technologies Conference, The Hague, Netherlands 2020. [paper]
  • D. Sai Koti Reddy, Amrita Saha, Srikanth G Tamilselvam, Priyanka Agrawal and Pankaj Dayama, “Risk Averse Reinforcement Learning for Mixed Multi-agent Environments”, AAMAS, Montreal, 2019 [paper]
  • Raghuram Bharadwaj D., D. Sai Koti Reddy, Prabuchandran K.J and Shalabh Bhatnagar, “Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning”, AAMAS, Montreal, 2019  (Equal Contribution) [paper]
  • Raghuram Bharadwaj D., D. Sai Koti Reddy, Krishnasuri Narayanam and Shalabh Bhatnagar, “A unified decision making framework for supply and demand management in microgrid networks”, IEEE International Conference on Smart Grid Communications 2018  (Equal Contribution) [slides] [media]
  • Chandramouli K., Prabuchandran K.J, D. Sai Koti Reddy and Shalabh Bhatnagar, “Generalized Deterministic Perturbations For Stochastic Gradient Search”, 57th IEEE Conference on Decision and Control (CDC)  [paper]
  • D. Sai Koti Reddy, Prashanth L.A., and Shalabh Bhatnagar, “Improved Hessian estimation for adaptive random directions stochastic approximation”, 55th IEEE Conference on Decision and Control (CDC), Las Vegas, NV, USA, 2016, pp. 3682-3687  [slides]
  • D. Sai Koti Reddy, S.S Raghava, P. Viswanath and T. Hitendra sarma, “An Improvement to k-Nearest Neighbor Classifier”, 3rd International Conference on Data Management, IMT, Ghaziabad, India, 2010, Pages 314-324  [paper]

Patents

  • Multi-objective Driven Refactoring Of Monolith Application Using Reinforcement Learning
  • Decentralized Online Multi-Agent Visual Question Answering
  • System and Method for Fact-checking AI models using Blockchain
  • Option-Based Distributed Reservation System
  • Data Quality Control

See my first Patent Plateau awarded by IBM here

Defensive Publications

  • System And Method For Executing Optimization Transactions In Distributed Ledger Technology Based Applications
  • System And Method For Processing State Dependent Optimization Transactions On Blockchain
  • Layer-wise Model Compression/acceleration With Multiple Objectives
  • Hierarchical Multi-agent Systems For Multi-objective / Multi-metric Classification
  • Behavioral Constraints Inclusive Conversation Goal Evaluation
  • System And Method For Blockchain Enabled Market Place For Real-time Analytical Models
  • Outcome Based Transaction Reconciliation
  • System And Method For External Recommendation Network Based Review & Incentivization Of Research Reviews Using Blockchain
  • System And Method For Geographic Proximity Based Contact Recommendation For Meeting