Rituraj Joshi, M.Tech (CSE): Instruction Following using Vision and Natural Language, 2022
Sambit Ghosh, M.Tech (CSE): Explaining the Role of Reward Functions in Deep Reinforcement Learning, 2022
Prasanna Srikar Regati, M.Tech (CSE): Reinforcement Learning Algorithms, 2021
Rohan Deb, M.Tech (CSE): Gradient Temporal Difference with Momentum and Lambda-Schedule, 2021
Rokkam Sandeep Reddy, M.Tech (AI): Deep Reinforcement Learning for Quadrupedal Locomotion, 2021
Sai Sravan Reddy T.D, M.Tech (CSE): Distributed Reinforcement Learning Algorithms for Dynamic Energy Pricing in Microgrids, 2021
Soumya Rani Samineni, M.Tech (CSE) (joint guidance with Prof. Shishir N.Y.Kolathaya): Learning Techniques for Continuous Control and Safety of Robots, 2021
Srishty Suman, M.Tech (CSE) (joint huidance with Prof. Bharadwaj Amrutur): Learning to Generate Action Sequence using Natural Language Command, 2021
Vamsi Krishna Satya Chilamkurthi, M.Tech (AI) (joint guidance with Prof. Bharadwaj Amrutur): Learning to Control Robot for Manipulation Tasks through Natural Language, 2021
Vinayak Jha, M.Tech (CSE): Reinforcement Learning in Trade, 2021
Vinod Kumar Reddy, M.Tech (AI): Deep Reinforcement Learning for Financial Markets, 2021
Ashish Raghuvanshi, M.Tech (CSE): Learning Control Policies for Quadruped Robots, 2020
Mohd. Haroon Ansari, M.Tech (CSE): Deep Reinforcement Learning for E-grocery Supply Chain Optimization, 2020
Shivam Chauhan, M.Tech (CSE): Reinforcement Learning for Machine Reading Comprehension, 2020
Waquar Azam, M.Tech (CSE): Dynamic Route Adaptation of Vehicles, 2020
Amishi Singh, M.Tech (CSE): Single Intrusion Detection in Multiple Wireless Sensor
Networks, 2019
Priya Bundela, M.Tech (CSE): Traffic Control and Optimization Using Reinforcement
Learning, 2019
Sandeep Nishad, M.Tech (CSE): Imitation and Reinforcement Learning for Robotic Arm, 2019
Samadhan Sharma, M.Tech (CSE): A Modular Deep Network Architecture For Improving The
Generalization of Reinforcement Learning, 2019
Sayambhu Sen, M.Tech (SE): Multiagent Learning systems for Traffic control and
Off-Policy Imitation Learning, 2019
Sonu Dixit, M.Tech (SE): Adaptive Traffic Signal Control Using Multi Agent
Reinforcement Learning, 2019
Kodate Shreedhar Shreeshail, M.Tech (CSE): Multi-agent Adaptive Traffic Signal Control Using Deep
Reinforcement Learning, 2018
Tushar Shinde, M.Tech (CSE): Control Policies for Textual Games using Deep Reinforcement Learning, 2018
Anurag Yadav, M.Tech (CSE): Adaptive Traffic Signal Control using Reinforcement Learning Algorithms, 2018
Parankusham Keshav, M.Tech (CSE): Traffic Signal Optimization using Multi-Agent Reinforcement Learning, 2018
Yashwant Krishnadas, M.Tech (CSE): Real-Time Intelligent Traffic Management using Multi-Agent Deep Reinforcement Learning, 2018
Debangshu Banerjee, M.Tech (SE): Hex and Neuro-dynamic Programming, 2018
Arjun Dhakad, M.E (CSE): Using Reinforcement Learning for Dynamic Allocation of Resources in Cloud
Computing, 2017
Monica, M.E (SSA): Intrusion Detection in Decentralized Energy Efficient Wireless Sensor
Networks using Reinforcement Learning Algorithms, 2017
Musunuri Prathima, M.E (CSE): Intelligent Traffic Signal Control by Modelling junctions for Noisy Events,
2017
Praloy Karmakar, M.E (SSA): Fast Gradient-based Stochastic Algorithms with Simultaneous Perturbations, 2017
Rohith R.R, M.E (SSA): Deep Reinforcement Learning Algorithms and their Applications, 2017
Sushma Tingare, M.E (CSE): Junction Clustering Algorithms for Vehicular Traffic Control, 2017
Swapnil Kakade, M.E (CSE), Reinforcement Learning Algorithms for Vehicular Traffic Control and
Control of Pedestrian Movements, 2017
D.Raghuram Bharadwaj, M.E.(CSE): Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks, 2016
Aiswarya S., M.E.(SSA): Dynamic Resource Allocation in Cloud using Q-learning, 2016
Prakash Chandra, M.E.(SSA): Actor-Critic Algorithm for Solving MDPs and a Q-routing Algorithm for Adaptive Routing, 2015
Raj Kumar Maity, M.E.(SSA): Deterministic and Random Perturbation Algorithms for Simulation Optimization, 2015
Rishabh Singla, M.E.(CSE): Finite Horizon Markov Decision Process for Optimal Resource Allocation on Crowdsourcing Platforms, 2015
Anurag Tomar, M.E.(CSE): Parameter Tuning and Feature Adaptation for Traffic Signal Control, 2015
Indrajeet Kumar, M.E.(CSE): Actor-Critic Reinforcement Learning Based Energy Management Policies for a
Single Sensor Node with Finite Buffer, 2015
Lawqueen Kanesh, M.E.(CSE): Optimal Sleeping Policies for Intrusion Detection in Wireless Sensor Networks, 2015
Ayush Dubey, M.E.(CSE): A Markov Decision Process Framework for Predictable Job Completion Times on Crowdsourcing Platforms, 2014.
Hemanth Kumar, M.E.(CSE): Multi-agent Reinforcement Learning for Traffic Signal Control, 2014.
Arun Kumar, M.E.(CSE): Parametric optimization in CSMA multiaccess communication protocols, 2014.
Vinayaka G. Yaji, M.E.(SSA): Algorithms for Constrained Stochastic Games, 2013.
Legena P.K., M.E.(CSE): Optimal Traffic Signal Timing Using Reinforcement Learning, 2013.
Srujana Sadula, M.E.(CSE), Optimal Pricing of Tasks for Predictable Job Completion Times in Crowdsourcing Platforms, 2013.
Akash Gidda, M.E.(CSE), Reinforcement Learning based Transmit Power Control with ARQ in Energy Harvesting Sensors, 2013.
Indu John, M.E.(CSE), Gibbs Sampling Methods for Efficient Inference in the Hierarchical Dirichlet Process Mixture Model, 2013.
Naveen Kumar (Jointly with Dr.Ambedkar Dukkipati), M.E.(CSE): Stochastic Optimization Algorithms for Average Cost Markov Decision Processes, 2013.
Saswata Chakravarty, M.E.(SSA): Stochastic optimization and applications in reinforcement learning and optimal pricing, 2012.
Abhranil Chatterjee, M.E.(SSA): Reinforcement learning based sleep-wake scheduling for object tracking in wireless sensor networks, 2012.
Debarghya Ghosh Dastidar (Jointly with Dr.Ambedkar Dukkipati), M.E.(SSA): Properties of multivariate q-Gaussian distributions and its application to smoothed functional algorithms for stochastic optimization, 2012.
Ravindra V, M.E.(CSE): Algorithms for optimal vehicular traffic control, 2012.
Sunil Kumar Meena, M.E.(CSE): Reinforcement learning based optimal energy management policy for a single sensor node, 2012.
Nikhil K.Malukani, M.E.(CSE): Pricing for enhanced QoS using SPSA and smoothed functional algorithms, 2012.
Rajendu Mitra, ME(CSE): Intrusion detection using sensor networks, 2011.
Shravan Kumar B.M, ME(CSE): Internet pricing, 2011.
Chandrashekar Lakshmi Narayanan, M.E.(SSA) : An actor-critic algorithm based on linear programming and function approximation, 2010.
Sudha Rani K, M.E.(ISE) : Ant colony optimization with applications in networks, 2008.
A.Radhika, M.E.(CSE) : Performance optimization in ad hoc wireless networks, 2008.
Chintapally Anil Kumar, M.E.(CSE) : Dynamic pricing in networks, 2008.
G.Ramana Reddy, M.E.(CSE) : Performance optimization in bluetooth networks, 2008.
Venkatesh C, M.E. (CSE) : A Unified Framework for Admission Control, Routing and Resource Allocation in Communication Networks, 2007.
Mohan Gedela, M.E. (CSE) : Congestion-based Pricing for QoS, 2007.
Koteswararao Vemu, M.E.(CSE): Link-Route Congestion Based Pricing for Enhanced QoS, 2007.
Vijay P. Chaturvedi, M.E.(ISE) : An Efficient and Optimized Bluetooth Scheduling Algorithm for Piconets, 2007.
H.L.Prasad, M.E.(SSA) : Terrain Exploration by Multi-Agents, 2007.
Muralidhar, M.E.(CSE) : Performance Analysis of UMTS Networks, 2006.
U.V.Vishwanath, M.E.(SSA) : An Optimal Scheduling of Agents in Call Centres, 2006.
V.Rakesh, M.E.(SSA) : Optimal Parameterized Scheduling Policies in Bluetooth Networks, 2006.
B.S.Channabasavanna M.E.(CSE) : A New Real Time Vehicle Navigation System, 2005.
Jai Kumar Wadhwani M.E.(CSE) : Call Admission Control in Communication Networks, 2005.
K.Mohan Babu M.E.(SSA) : Two-Timescale Q-Learning with Applications to Routing in Communication Networks, 2005.
Archana Singh, M.E.(ISE) : Resource Allocation via Stochastic Approximation, 2004.
Jnana Ranjan Panigrahi, M.E.(SSA) : Hierarchical Decision Making in Semiconductor Fabs using Multi-time Scale Markov Decision Processes, 2004.
A Madhukar, M.E.(SSA) : Ergodic Control of Markov Chains Conditioned on Rare Events, 2004.
Raghavendra Kumar Pandey, M.E.(SSA) : Higher Order Algorithms for Simulation Optimization with Applications to Communication Networks,
2004.
Abhishek Verma, M.E.(ISE) : TCP Flow Control with RED Gateways, 2003.
I.Bala Bhaskar Reddy, M.E.(SSA) : Admission Control in Communication Networks, 2003.
Shishir Kumar, M.E.(CSE) : ABR Flow Control in ATM Networks, 2003.