Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Irissappane, Athirai A."'
Autor:
Ge, Yingqiang, Rahmani, Mostafa, Irissappane, Athirai, Sepulveda, Jose, Caverlee, James, Wang, Fei
In real-world scenarios, most platforms collect both large-scale, naturally noisy implicit feedback and small-scale yet highly relevant explicit feedback. Due to the issue of data sparsity, implicit feedback is often the default choice for training r
Externí odkaz:
http://arxiv.org/abs/2305.07070
Autor:
Hayes, Conor F., Rădulescu, Roxana, Bargiacchi, Eugenio, Källström, Johan, Macfarlane, Matthew, Reymond, Mathieu, Verstraeten, Timothy, Zintgraf, Luisa M., Dazeley, Richard, Heintz, Fredrik, Howley, Enda, Irissappane, Athirai A., Mannion, Patrick, Nowé, Ann, Ramos, Gabriel, Restelli, Marcello, Vamplew, Peter, Roijers, Diederik M.
Publikováno v:
Auton Agent Multi-Agent Syst 36, 26 (2022)
Real-world decision-making tasks are generally complex, requiring trade-offs between multiple, often conflicting, objectives. Despite this, the majority of research in reinforcement learning and decision-theoretic planning either assumes only a singl
Externí odkaz:
http://arxiv.org/abs/2103.09568
Online reviews are a vital source of information when purchasing a service or a product. Opinion spammers manipulate these reviews, deliberately altering the overall perception of the service. Though there exists a corpus of online reviews, only a fe
Externí odkaz:
http://arxiv.org/abs/2012.13400
Autor:
Hulbert, Neil, Spillers, Sam, Francis, Brandon, Haines-Temons, James, Romero, Ken Gil, De Jager, Benjamin, Wong, Sam, Flora, Kevin, Huang, Bowei, Irissappane, Athirai A.
In recent years, Reinforcement Learning (RL), has become a popular field of study as well as a tool for enterprises working on cutting-edge artificial intelligence research. To this end, many researchers have built RL frameworks such as openAI Gym an
Externí odkaz:
http://arxiv.org/abs/2008.01700
Autor:
Stanton, Gray, Irissappane, Athirai A.
Online reviews have become a vital source of information in purchasing a service (product). Opinion spammers manipulate reviews, affecting the overall perception of the service. A key challenge in detecting opinion spam is obtaining ground truth. Tho
Externí odkaz:
http://arxiv.org/abs/1903.08289
In multiagent e-marketplaces, buying agents need to select good sellers by querying other buyers (called advisors). Partially Observable Markov Decision Processes (POMDPs) have shown to be an effective framework for optimally selecting sellers by sel
Externí odkaz:
http://arxiv.org/abs/1511.09147
Akademický článek
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Autor:
Hayes, Conor F., Radulescu, Roxana, Bargiacchi, Eugenio, Källström, Johan, Macfarlane, Matthew, Reymond, Mathieu, Verstraeten, Timothy, Zintgraf, Luisa, Dazeley, Richard, Heintz, Fredrik, Howley, Enda, Irissappane, Athirai A., Mannion, Patrick, Nowe, Ann, De Oliveira Ramos, Gabriel, Restelli, Marcello, Vamplew, Peter, Roijers, Diederik M.
Real-world sequential decision-making tasks are usually complex, and require trade-offs between multiple -- often conflicting -- objectives. However, the majority of research in reinforcement learning (RL) and decision-theoretic planning assumes a si
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3848::52f887c4046d4b9f178b0a4484ac1013
https://hdl.handle.net/20.500.14017/6f906192-6285-47bd-8944-28f171bf01ce
https://hdl.handle.net/20.500.14017/6f906192-6285-47bd-8944-28f171bf01ce
Autor:
Huang, Liwei, Fu, Mingsheng, Rao, Ananya, Irissappane, Athirai A., Zhang, Jie, Xu, Chengzhong
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems; 2024, Vol. 35 Issue: 3 p4246-4259, 14p
Akademický článek
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