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Athirai A. Irissappane
Athirai A. Irissappane
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A practical guide to multi-objective reinforcement learning and planning
CF Hayes, R Rădulescu, E Bargiacchi, J Källström, M Macfarlane, ...
Autonomous Agents and Multi-Agent Systems 36 (1), 26, 2022
2242022
Toward energy-efficient trust system through watchdog optimization for WSNs
P Zhou, S Jiang, A Irissappane, J Zhang, J Zhou, JCM Teo
IEEE transactions on Information Forensics and Security 10 (3), 613-625, 2015
942015
GANs for semi-supervised opinion spam detection
G Stanton, AA Irissappane
arXiv preprint arXiv:1903.08289, 2019
512019
Faasrank: Learning to schedule functions in serverless platforms
H Yu, AA Irissappane, H Wang, WJ Lloyd
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
362021
Deep reinforcement learning framework for category-based item recommendation
M Fu, A Agrawal, AA Irissappane, J Zhang, L Huang, H Qu
IEEE Transactions on Cybernetics 52 (11), 12028-12041, 2021
312021
Towards a Comprehensive Testbed to Evaluate the Robustness of Reputation Systems against Unfair Rating Attacks
AA Irissappane, S Jiang, J Zhang
Workshop and Poster Proceedings of the 20th Conference on User Modeling …, 2012
302012
Using Information Theory to Improve the Robustness of Trust Systems.
D Wang, T Muller, AA Irissappane, J Zhang, Y Liu
AAMAS, 791-799, 2015
262015
A POMDP Based Approach to Optimally Select Sellers in Electronic Marketplaces
AA Irissappane, FA Oliehoek, J Zhang
13th International Conference on Autonomous Agents and Multiagent Systems …, 2014
252014
A Framework to Choose Trust Models for Different E-Marketplace Environments
AA Irissappane, S Jiang, J Zhang
23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013 …, 2013
192013
A biclustering-based approach to filter dishonest advisors in multi-criteria e-marketplaces
AA Irissappane, S Jiang, J Zhang
Proceedings of the 2014 international conference on Autonomous agents and …, 2014
182014
Leveraging GPT-2 for classifying spam reviews with limited labeled data via adversarial training
AA Irissappane, H Yu, Y Shen, A Agrawal, G Stanton
arXiv preprint arXiv:2012.13400, 2020
152020
Secure routing in wireless sensor networks via POMDPs
AA Irissappane, J Zhang, FA Oliehoek, PS Dutta
PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON …, 2015
142015
DCRAC: Deep conditioned recurrent actor-critic for multi-objective partially observable environments
X Nian, AA Irissappane, D Roijers
Proceedings of the 19th international conference on autonomous agents and …, 2020
132020
Filtering unfair ratings from dishonest advisors in multi-criteria e-markets: a biclustering-based approach
A Aravazhi Irissappane, J Zhang
Autonomous Agents and Multi-Agent Systems 31, 36-65, 2017
122017
A case-based reasoning framework to choose trust models for different E-marketplace environments
AA Irissappane, J Zhang
Journal of Artificial Intelligence Research 52, 477-505, 2015
82015
A Testbed to Evaluate the Robustness of Reputation Systems in E-Marketplaces
AA Irissappane, J Zhang
13th International Conference on Autonomous Agents and Multiagent Systems …, 2014
82014
Atsis: Achieving the ad hoc teamwork by sub-task inference and selection
S Chen, E Andrejczuk, AA Irissappane, J Zhang
72019
Pomdp-based decision making for fast event handling in vanets
S Chen, A Irissappane, J Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
72018
A deep reinforcement learning recommender system with multiple policies for recommendations
M Fu, L Huang, A Rao, AA Irissappane, J Zhang, H Qu
IEEE Transactions on Industrial Informatics 19 (2), 2049-2061, 2022
62022
A scalable framework to choose sellers in e-marketplaces using POMDPs
A Irissappane, FA Oliehoek, J Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
62016
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