Member Profile : Balaraman Ravindran

Balaraman Ravindran

Professor
Email : ravi [at] cse [dot] iitm [dot] ac [dot] in | Phone : (+91)-44-2257-4370
Lab(s) : AIDB Lab, IIL Lab.
Link to Personal Homepage

Research Interests :

Machine learning, Reinforcement learning, Social Network Analysis, Data and text mining

Publications : (Last Five, while at IITM)DBLP | View All

Oscillatory Network and Deep Value Network Based Memory Replay Model of Hippocampus.
Authors : Tamizharasan Kanagamani, Madhuvanthi Muliya, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ramshekhar N. Menon
Appeared in Pattern Recognition and Machine Intelligence - 10th International Conference, PReMI 2023, Kolkata, India, December 12-15, 2023, Proceedings, Lecture Notes in Computer Science, Vol 14301, pp.117-127, Dec 2023
Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference.
Authors : Mayuresh Kunjir, Sanjay Chawla, Siddarth Chandrasekar, Devika Jay, Balaraman Ravindran
Appeared in Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023 (KDD 2023) ,pp.1176-1187, Aug 2023
Matching Options to Tasks using Option-Indexed Hierarchical Reinforcement Learning.
Authors : Kushal Chauhan, Soumya Chatterjee , Akash Reddy, Aniruddha S, Balaraman Ravindran, Pradeep Shenoy
Appeared in Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023 (AAMAS 2023) ,pp.2631-2633, Jun 2023
Physics-Informed Model-Based Reinforcement Learning.
Authors : Adithya Ramesh, Balaraman Ravindran
Appeared in Learning for Dynamics and Control Conference, L4DC 2023, 15-16 June 2023, Philadelphia, PA, USA., Proceedings of Machine Learning Research, Vol 211, pp.26-37, Jun 2023
RePReL: a unified framework for integrating relational planning and reinforcement learning for effective abstraction in discrete and continuous domains.
Authors : Harsha Kokel, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli
Appeared in Neural Comput. Appl., Vol 35, pp.16877-16892, Jan 2023

(Recent) Teaching : View All | Back to top

Jan 2023 - May 2023	:	- Big Data Laboratory (CS4830)
Jan 2023 - May 2023	:	- Reinforcement learning (CS6700)
Jan 2022 - Apr 2022	:	- Big Data Laboratory (CS4830)
Jan 2022 - Apr 2022	:	- Reinforcement learning (CS6700)
Aug 2021 - Dec 2021	:	- Pattern Recognition and Machine Learning (CS5691)

(Current) Advisees View All | Back to top

Program	Name	Roll No.	Joining Date	Funding
PhD	Sangameshwar Suryakant Patil	CS11D007	Jul 2011	EXTERNAL
PhD	Priyatosh Mishra	CS13D024	Jul 2013	PROJECT
PhD	Sudarsun Santhiappan	CS13D030	Jul 2013	PROJECT
PhD	Abhishek Ghose	CS15D004	Jan 2015	PART-TIME
PhD	Joseph Hosanna Raj I.	CS15D304	Jul 2015	HTRA
PhD	Tarun Kumar	CS15D017	Jan 2016	HTRA
PhD	Avinash Sharma	CS16D401	Jul 2016	HTRA
PhD	Gautham Muthravichandran	CS16D020	Dec 2016	PARTTIME
PhD	Chandrasekar Subramanian	CS19D010	Jan 2020	HTRA
PhD	Richa Verma	CS20D020	Sep 2020	HTRA
PhD	Argha Boksi	CS21D407	Jan 2022	HTRA
PhD	Returaj Burnwal	CS21D406	Jan 2022	HTRA
MS	Prasanna P	CS14S016	Jan 2014	PROJECT (NHTRA)
MS	Deepak Mittal	CS15S014	Jan 2015	PROJECT
MS	Girraj Pahariya	CS15S017	Jan 2015	PROJECT
MS	Priyesh V	CS15S012	Jan 2015	PROJECT
MS	Akash Jain	CS15S037	Jul 2015	PROJECT
MS	Beethika Tripathi	CS15S004	Jul 2015	HTRA
MS	Nikita Moghe	CS16S016	Jul 2016	PROJECT
MS	Karthik Thiagarajan	CS16S027	Dec 2016	PROJECT
MS	Pavan Ravishankar	CS17S026	Jul 2017	HTRA
MS	Kakadiya Ashutosh Dilipbhai	CS18S013	Jul 2018	HTRA
MS	Rajan Kumar Soni	CS18S038	Jan 2019	HTRA
MS	Debargha Bhattacharjee	CS19S028	Jan 2020	HTRA
MS	Pranshu Malviya	CS19S031	Jan 2020	PROJECT
MS	Kartik	CS20S020	Sep 2020
MS	Manoj Bharadwaj	CS20S056	Jan 2021	PROJECT
M.Tech	Vinamr Goel	CS15M052	Jul 2015	HTTA

Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.

Research Interests :

Publications : (Last Five, while at IITM)DBLP | View All

(Recent) Teaching : View All | Back to top

(Current) Advisees View All | Back to top

Awards and Recognitions :View All | Back to top

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.

Research Interests :

Publications : (Last Five, while at IITM)DBLP | View All

(Recent) Teaching : View All | Back to top

(Current) Advisees View All | Back to top

Awards and Recognitions :View All | Back to top

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