Zobrazeno 1 - 10
of 1 521
pro vyhledávání: '"Foale AS"'
Reinforcement learning (RL) is a valuable tool for the creation of AI systems. However it may be problematic to adequately align RL based on scalar rewards if there are multiple conflicting values or stakeholders to be considered. Over the last decad
Externí odkaz:
http://arxiv.org/abs/2410.11221
An upgraded 0.4-meter telescope fleet for Las Cumbres Observatory's Educational and Science Programs
Autor:
Harbeck, Daniel-Rolf, Taylor, Brook, Kirby, Annie, Bowman, Mark, Foale, Steve, Kadlec, Kal, McCully, Curtis, Daily, Matthew, DeVera, Jon, Douglass, Dave, Willis, Mark, Baker, Ian, Volgenau, Nikolaus, Conway, Patrick, Haworth, Brian, Estrada, Jesus, Gomez, Edward, Seale, Sandy, Hopkinson, Alice, Rios, Fernando, Kotapali, Prerana, Storrie-Lombardi, Lisa, Rosing, Wayne
Las Cumbres Observatory (LCOGT) operates a global network of robotic 0.4, 1.0, and 2.0-meter telescopes to facilitate scientific research and education in time-domain astronomy. LCOGT's flagship educational program, Global Sky Partners (GSP), awards
Externí odkaz:
http://arxiv.org/abs/2405.10408
Multi-objective reinforcement learning (MORL) algorithms extend conventional reinforcement learning (RL) to the more general case of problems with multiple, conflicting objectives, represented by vector-valued rewards. Widely-used scalar RL methods s
Externí odkaz:
http://arxiv.org/abs/2402.06266
Autor:
Vamplew, Peter, Foale, Cameron, Hayes, Conor F., Mannion, Patrick, Howley, Enda, Dazeley, Richard, Johnson, Scott, Källström, Johan, Ramos, Gabriel, Rădulescu, Roxana, Röpke, Willem, Roijers, Diederik M.
Research in multi-objective reinforcement learning (MORL) has introduced the utility-based paradigm, which makes use of both environmental rewards and a function that defines the utility derived by the user from those rewards. In this paper we extend
Externí odkaz:
http://arxiv.org/abs/2402.02665
One common approach to solve multi-objective reinforcement learning (MORL) problems is to extend conventional Q-learning by using vector Q-values in combination with a utility function. However issues can arise with this approach in the context of st
Externí odkaz:
http://arxiv.org/abs/2401.03163
Autor:
Foale, Simon1 Simon.foale@jcu.edu.au
Publikováno v:
Journal of Tropical Futures: Sustainable Business, Governance & Development (JTF). Sep2024, Vol. 1 Issue 2, p149-157. 9p.
Publikováno v:
Conservation Letters, Vol 17, Iss 3, Pp n/a-n/a (2024)
Abstract Fish maw (teleost swim bladder) is a dried seafood product valued highly by Chinese cultures in East Asia, though global supply chains are poorly understood. Here, we describe the rapid development of a fish maw fishery in a low‐income nat
Externí odkaz:
https://doaj.org/article/6b7c16e0d9b14ac6b507b18bcb315ee5
Publikováno v:
BMC Complementary Medicine and Therapies, Vol 24, Iss 1, Pp 1-15 (2024)
Abstract Background Mindfulness as a modality involves training the innate human capacity for present-moment awareness with a view to cultivating a more harmonious and integrated life experience, especially in the face of hardship. Over the past four
Externí odkaz:
https://doaj.org/article/016acbe07bda41de8b1d5adc2bbb56ac
Autor:
Vamplew, Peter, Smith, Benjamin J., Kallstrom, Johan, Ramos, Gabriel, Radulescu, Roxana, Roijers, Diederik M., Hayes, Conor F., Heintz, Fredrik, Mannion, Patrick, Libin, Pieter J. K., Dazeley, Richard, Foale, Cameron
The recent paper `"Reward is Enough" by Silver, Singh, Precup and Sutton posits that the concept of reward maximisation is sufficient to underpin all intelligence, both natural and artificial. We contest the underlying assumption of Silver et al. tha
Externí odkaz:
http://arxiv.org/abs/2112.15422
Autor:
Rajkumar, Christopher, Foley, Michael, Ahmed-Jushuf, Fiyyaz, Simader, Florentina, Ganesananthan, Sashiananthan, Wang, Danqi, Mohsin, Muhammad, Pathimagaraj, Rachel, Macierzanka, Krzysztof, Petraco, Ricardo, Khamis, Ramzi, Cole, Graham, Howard, James, Mayet, Jamil, Francis, Darrel, Kokhar, Arif, Gohar, Aisha, Lampadakis, Ioannis, Seligman, Henry, Kaura, Amit, Nijjer, Sukhjinder, Sen, Sayan, Ramrakha, Punit, Kaprielian, Raffi, Malik, Iqbal, Khan, Masood, Sethi, Amarjit, Foale, Rodney, Keeble, Thomas, Tang, Kare, Davies, John, Gamma, Reto, Clesham, Gerald, Dungu, Jason, Kabir, Alamgir, Nazri, Shah Mohd, O’Kane, Peter, Hinton, Jonathan, Din, Jehangir, Nowbar, Alexandra, Kotecha, Tushar, Haworth, Peter, Spratt, James, Williams, Rupert, Cosgrove, Claudia, Lim, Pitt, Routledge, Helen, Mughal, Lal, Trevelyan, Jasper, Sinha, Manas, Curzen, Nick, Wilkinson, James, Sirohi, Rohit, Calver, Alison, Rawlins, John, Jabbour, Richard, Ruparelia, Neil, Sehmi, Joban, Kinnaird, Tim, Abdul, Fairoz, Panoulas, Vasileios, Collier, David, Thornton, George, Sohaib, Afzal, Al-Lamee, Rasha K., Simader, Florentina A., Rajkumar, Christopher A., Foley, Michael J., Chotai, Shayna, Bual, Nina, Khokhar, Arif, Pathimagaraj, Rachel H., Davies, John R., Keeble, Tom R., O’Kane, Peter D., Spratt, James C., Nijjer, Sukhjinder S., Howard, James P., Harrell, Frank E., Jr., Francis, Darrel P., Shun-Shin, Matthew J.
Publikováno v:
In Journal of the American College of Cardiology 2 July 2024 84(1):13-24