AIDB Lab : Artificial Intelligence and DatabasesLink to Lab Webpage

Research AreasPlanning, Knowledge Representation, Artifical Neural Networks, Memory Based Reasoning.
MembersFaculty : Sutanu Chakraborti, Deepak Khemani, P. Sreenivasa Kumar, N.S. Narayanaswamy, Balaraman Ravindran.

Students/Scholars :
Project Staffs :

Recent Publications
  • RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction.  
           Harsha Kokel , Arjun Manoharan , Sriraam Natarajan , Balaraman Ravindran , Prasad Tadepalli
          To appear in Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, ICASP 2021, Guangzhou, China (virtual), August 2-13, 2021, pp.533-541, Aug 2021
  • Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty.  
           Aravind Venugopal , Elizabeth Bondi , Harshavardhan Kamarthi , Keval Dholakia , Balaraman Ravindran , Milind Tambe
          Appeared in AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021., pp.1353-1361, May 2021
  • SEERL: Sample Efficient Ensemble Reinforcement Learning.  
           Rohan Saphal , Balaraman Ravindran , Dheevatsa Mudigere , Sasikanth Avancha , Bharat Kaul
          Appeared in AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021., pp.1100-1108, May 2021
  • GrabQC: Graph Based Query Contextualization for Automated ICD Coding.  
           Jeshuren Chelladurai , Sudarsun Santhiappan , Balaraman Ravindran
          Appeared in Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part I, Lecture Notes in Computer Science, Vol 12712, pp.225-237, May 2021
  • The Connected Domination Number of Grids.  
           Adarsh Srinivasan , N.S. Narayanaswamy
          Appeared in Algorithms and Discrete Applied Mathematics - 7th International Conference, CALDAM 2021, Rupnagar, India, February 11-13, 2021, Proceedings, Lecture Notes in Computer Science, Vol 12601, pp.247-258, Feb 2021

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