Balaraman Ravindran
机构: Professor of Computer Science, Indian Institute of Technology Madras
主页: iitm.ac.in
每年引用次数
引用次数
引用: 6,576
H-指数: 45
I10-指数 : 115
出版物: 347
Intelligent Tutoring Systems using Reinforcement Learning to teach Autistic Students
Alladi Venkatesh , Timothy Gonsalves , Andrew Monk , Kathy Buckner
Home Informatics and Telematics: ICT for The Next Billion 65 -78
30
2007
Dynamic frame skip deep q network
Aravind Srinivas , Sahil Sharma , Balaraman Ravindran
arXiv preprint arXiv:1605.05365
27
2016
A new measure of modularity in hypergraphs: Theoretical insights and implications for effective clustering
Tarun Kumar , Sankaran Vaidyanathan , Harini Ananthapadmanabhan , Srinivasan Parthasarathy
Complex Networks and Their Applications VIII: Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019 8 286 -297
20
2020
Polyphonic music composition with LSTM neural networks and reinforcement learning
Harish Kumar , Balaraman Ravindran
arXiv preprint arXiv:1902.01973
14
2019
Efficient-ucbv: An almost optimal algorithm using variance estimates
Subhojyoti Mukherjee , KP Naveen , Nandan Sudarsanam , Balaraman Ravindran
Proceedings of the AAAI Conference on Artificial Intelligence 32 ( 1)
14
2018
Using legal ontology for query enhancement in generating a document summary
M Saravanan , Balaraman Ravindran , S Raman
Frontiers In Artificial Intelligence and Applications 165 171 -171
14
2007
An enhanced advising model in teacher-student framework using state categorization
Daksh Anand , Vaibhav Gupta , Praveen Paruchuri , Balaraman Ravindran
Proceedings of the AAAI Conference on Artificial Intelligence 35 ( 8) 6653 -6660
11
2021
Physics-informed model-based reinforcement learning
Adithya Ramesh , Balaraman Ravindran
Learning for Dynamics and Control Conference 26 -37
10
2023
A neural attention based approach for clickstream mining.
TN Chandramohan , Balaraman Ravindran
COMAD/CODS 118 -127
10
2018
Efficiently Exploiting Symmetries in Real Time Dynamic Programming.
Shravan Matthur Narayanamurthy , Balaraman Ravindran
IJCAI 2556 -2561
10
2007
Reinforcement learning for improving object detection
Siddharth Nayak , Balaraman Ravindran
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020, Proceedings, Part V 16 149 -161
9
2020
A reinforcement learning approach to online learning of decision trees
Abhinav Garlapati , Aditi Raghunathan , Vaishnavh Nagarajan , Balaraman Ravindran
arXiv preprint arXiv:1507.06923
9
2015
Personalized Web-page Rendering System.
Swapna Raj Prabakara Raj , Balaraman Ravindran
COMAD 30 -39
9
2008
Language expansion in text-based games
Ghulam Ahmed Ansari , Sagar J P , Sarath Chandar , Ravindran Balaraman
arXiv preprint arXiv:1805.07274
8
2018
Abstraction in reinforcement learning in terms of metastability
Vimal Mathew , Peeyush Kumar , Balaraman Ravindran
Proceedings of the European Workshop on Reinforcement Learning (EWRL’12) 1 -14
8
2012
Epsilon Equitable Partition: A positional analysis method for large social networks.
Kiran Kate , Balaraman Ravindran
COMAD
8
2009
Dynamic action repetition for deep reinforcement learning
Aravind Srinivas , Sahil Sharma , Balaraman Ravindran
Proc. AAAI
7
2017
NetGenes: A database of essential genes predicted using features from interaction networks
Vimaladhasan Senthamizhan , Balaraman Ravindran , Karthik Raman
Frontiers in Genetics 12 722198 -722198
6
2021
Goal directed molecule generation using monte carlo tree search
Anand A Rajasekar , Karthik Raman , Balaraman Ravindran
arXiv preprint arXiv:2010.16399
6
2020
Learning to mix n-step returns: Generalizing lambda-returns for deep reinforcement learning
Sahil Sharma , Srivatsan Ramesh , Girish Raguvir J , Balaraman Ravindran
arXiv preprint arXiv:1705.07445
6
2017
Mitesh Khapra Srinivasan Parthasarathy Sarath Chandar V Srinivasa Chakravarthy Sahil Sharma K Madhava Krishna Vikas C. Raykar Nandan Sudarsanam Andrew Barto Amrita Saha Aravind Srinivas Hugo Larochelle Pragathi Priyadharsini Balasubramani Ahmed Moustafa Karthik V Aadithya Nick Jennings Shivashankar Subramanian Milind Tambe Saket Gurukar Preksha Nema