Zobrazeno 1 - 10
of 1 172
pro vyhledávání: '"A Vinitsky"'
Autor:
Yu, Chao, Lu, Hong, Gao, Jiaxuan, Tan, Qixin, Yang, Xinting, Wang, Yu, Wu, Yi, Vinitsky, Eugene
Designing reward functions is a core component of reinforcement learning but can be challenging for truly complex behavior. Reinforcement Learning from Human Feedback (RLHF) has been used to alleviate this challenge by replacing a hand-coded reward f
Externí odkaz:
http://arxiv.org/abs/2410.17233
Multi-agent learning algorithms have been successful at generating superhuman planning in various games but have had limited impact on the design of deployed multi-agent planners. A key bottleneck in applying these techniques to multi-agent planning
Externí odkaz:
http://arxiv.org/abs/2408.01584
Autor:
Cornelisse, Daphne, Vinitsky, Eugene
A central challenge for autonomous vehicles is coordinating with humans. Therefore, incorporating realistic human agents is essential for scalable training and evaluation of autonomous driving systems in simulation. Simulation agents are typically de
Externí odkaz:
http://arxiv.org/abs/2403.19648
Autor:
Jang, Kathy, Lichtlé, Nathan, Vinitsky, Eugene, Shah, Adit, Bunting, Matthew, Nice, Matthew, Piccoli, Benedetto, Seibold, Benjamin, Work, Daniel B., Monache, Maria Laura Delle, Sprinkle, Jonathan, Lee, Jonathan W., Bayen, Alexandre M.
In this article, we explore the technical details of the reinforcement learning (RL) algorithms that were deployed in the largest field test of automated vehicles designed to smooth traffic flow in history as of 2023, uncovering the challenges and br
Externí odkaz:
http://arxiv.org/abs/2402.17050
Autor:
Lee, Jonathan W., Wang, Han, Jang, Kathy, Hayat, Amaury, Bunting, Matthew, Alanqary, Arwa, Barbour, William, Fu, Zhe, Gong, Xiaoqian, Gunter, George, Hornstein, Sharon, Kreidieh, Abdul Rahman, Lichtlé, Nathan, Nice, Matthew W., Richardson, William A., Shah, Adit, Vinitsky, Eugene, Wu, Fangyu, Xiang, Shengquan, Almatrudi, Sulaiman, Althukair, Fahd, Bhadani, Rahul, Carpio, Joy, Chekroun, Raphael, Cheng, Eric, Chiri, Maria Teresa, Chou, Fang-Chieh, Delorenzo, Ryan, Gibson, Marsalis, Gloudemans, Derek, Gollakota, Anish, Ji, Junyi, Keimer, Alexander, Khoudari, Nour, Mahmood, Malaika, Mahmood, Mikail, Matin, Hossein Nick Zinat, Mcquade, Sean, Ramadan, Rabie, Urieli, Daniel, Wang, Xia, Wang, Yanbing, Xu, Rita, Yao, Mengsha, You, Yiling, Zachár, Gergely, Zhao, Yibo, Ameli, Mostafa, Baig, Mirza Najamuddin, Bhaskaran, Sarah, Butts, Kenneth, Gowda, Manasi, Janssen, Caroline, Lee, John, Pedersen, Liam, Wagner, Riley, Zhang, Zimo, Zhou, Chang, Work, Daniel B., Seibold, Benjamin, Sprinkle, Jonathan, Piccoli, Benedetto, Monache, Maria Laura Delle, Bayen, Alexandre M.
The CIRCLES project aims to reduce instabilities in traffic flow, which are naturally occurring phenomena due to human driving behavior. These "phantom jams" or "stop-and-go waves,"are a significant source of wasted energy. Toward this goal, the CIRC
Externí odkaz:
http://arxiv.org/abs/2402.17043
This review outlines the main results which show the dual nature of the chemical bond in diatomic beryllium molecule in the ground $X^1\Sigma_g^+$ state. It has been shown that the beryllium atoms are covalently bound at low-lying vibrational energy
Externí odkaz:
http://arxiv.org/abs/2311.07378
Autor:
Mediratta, Ishita, Jiang, Minqi, Parker-Holder, Jack, Dennis, Michael, Vinitsky, Eugene, Rocktäschel, Tim
A key challenge in training generally-capable agents is the design of training tasks that facilitate broad generalization and robustness to environment variations. This challenge motivates the problem setting of Unsupervised Environment Design (UED),
Externí odkaz:
http://arxiv.org/abs/2308.10797
Autor:
Adyrov, Mykhaylo V, Alanbousi, Inna, Alexander, Sarah Weeks, Apel, Anna, Avula, Meghana, Bal, Wioletta Anna, Balwierz, Walentyna Aniela, Basset-Salom, Luisa, Bastardo Blanco, Daniel, Bauer, Karolina Jadwiga, Bayazitov, Ildar T, Berlanga, Pablo, Bhakta, Nickhill Hitesh, Bieniek, Katarzyna Anna, Bien, Ewa Iwona, Blackwood, Christopher Andrew, Blair, Sally Jane, Bodak, Khrystyna Ihorivna, Bordeianu, Irina, Bouffet, Eric Eric, Braganca, Joao Maria, Bucurenci, Mihaela Silvia, Budny, Elżbieta Beata, Budzyn, Andrii, Bumgardner, Christopher Carl, Burditt, Raina Nichole, Burnside Clapp, Victoria, Bykov, Viacheslav Valeriyovych, Cañete, Adela, Carnelli, Monica, Cela, Elena, Cepowska, Zuzanna, Chaber, Radoslaw, Cherner-Drieux, Anna, Chubata, Mariya, Clough, Heidi M, Czauderna, Piotr Stefan, Czernicka - Siwecka, Jolanta, Czyzewski, Krzysztof, Dalle, Jean-Hugues, Dashchakovska, Olha, de Koning, Linda A, Dembowska-Baginska, Bozenna Malgorzata, Derwich, Katarzyna, Dirksen, Uta, Dommett, Rachel, Dorosh, Olha Ihorivna, dos Reis Farinha, Nuno Jorge, Drabko, Katarzyna Anna, Dragomir, Monica Desiree, Dutkiewicz, Malgorzata, Dworzak, Michael, Dyma, Sergii Vitaliiovych, Earl, Julian, Eggert, Angelika, English, Martin William, Farren, Becky S, Fedyk, Nataliia Yuriina, Fernández-Teijeiro, Ana, Ferneza, Severyn Romanovych, Foster, Whitney Baer, Fox Irwin, Leeanna Elizabeth, Gałązkowski, Robert Maciej, Ganieva, Galyna, Garanzha, Vasylyna Andriivna, Gelman, Marina S, Godzinski, Jan Krzysztof, Goeres, Anne Françoise, Golban, Rodica, Graetz, Dylan Elizabeth, Greiner, Jeanette, Griksaitis, Michael J, Gupta, Sumit, Hampel, Michal Andrzej, Hastings, Sara Grace, Heenen, Delphine Liliane, Hill, Marcela C, Holiuk, Ihor, Holter, Wolfgang, Hough, Rachael Emma, Hutnik, Lukasz Marek, Irga-Jaworska, Ninela, Istomin, Oleksandr Andriyovych, Ignatova, Anna, Janczar, Szymon Lech, Kacharian, Arman, Kalwak, Krzysztof, Karolczyk, Grażyna Małgorzata, Karpenko, Nataliia Mikolaivna, Katsubo, Halyna Oleksandrivna, Kattamis, Antonis, Kazanowska, Bernarda Jadwiga, Kentsis, Alex, Ketteler, Petra, Kienesberger, Anita, Kiselev, Roman, Kizyma, Zoryana Petrivna, Kliuchkivska, Khrystyna, Klymniuk, Hryhorii Ivanovych, Kolenova, Alexandra, Kolodrubiec, Julia, Kostiuk, Yuliia, Kowalik, Tomasz, Kozlova, Olena Igorivna, Kozubenko, Vladyslav, Kraal, Kathelijne, Kramar, Tetyana Oleksandrivna, Krawczuk-Rybak, Maryna Maryna, Kulemzina, Irina, Kurkowska, Paulina, Kuzyk, Andriy S., Ladenstein, Ruth Lydia, Laguna, Pawel Jozef, Lassaletta, Alvaro, Lehmberg, Kai, Leontieva, Oksana, Liashenko, Serhii, Loizou, Loizos G., Lucchetta, Sonia Anna, Lupo, Matthew William, Lysytsia, Lesya, Lysytsia, Oleksandr, Machnik, Katarzyna Anna, Massimino, Maura, Mainland, Jeff A, Matczak, Katarzyna, Matysiak, Michal Jacek, Mayeur, Pierre, Miller, Beth Anne, Minervina, Anastasia A, Mishkova, Volha, Mizia-Malarz, Agnieszka Joanna, Morales La Madrid, Andres, Moreira, Daniel C, Moreno, Lucas, Moskvin, Vadim P, Mukkada, Sheena Teresa, Muszyńska-Rosłan, Katarzyna Maria, Mykychak, Iryna Volodymyrivna, Niemeyer, Charlotte, Nelson, Akoya Janae', Nogovitsyna, Yuliya, Ociepa, Tomasz, Oltolini, Stefano, Onipko, Nataliia, Pappas, Andrew, Patel, Amit B, Patrahau, Alina Alina, Pauley, Jennifer L., Pavlenko, Yehor Mikhailovich, Pavlovych, Andrij Oleksandrovych, Peregud-Pogorzelski, Jarosław Władyslaw, Perek-Polnik, Marta, Pérez, Vanesa, Pérez-Martínez, Antonio, Pikman, Yana, Pitozzi, Graziano Pitozzi, Portugal, Rui Gentil, Posternak, Victoria Vita, Pleshkan, Viktoriya, Prete, Arcangelo, Pritchard-Jones, Kathy, Raciborska, Anna, Radaelli, Alessandra, Reeves, Tegan Jemma, Reinhardt, Dirk, Reshetnyak, Andrey V, Rider, Andrew Jacob, Rizzari, Carmelo, Rizzi, Damiano Damiano, Rodriguez Hermosillo, Karen Gabriela, Ronenko, Olena Volodymyrivna, Rostkowska, Aneta Olga, Rudko, Liudmyla Yaroslavivna, Sakaan, Firas Mohamed, Sakhar, Nadezhda Aleksandrovna, Salman, Zeena S, Savva, Natallia N., Scaccaglia, Davide, Schaeffer, Elizabeth Hawthorne, Schneider, Carina Ursula, Scobie, Nicole, Semeniuk, Olena Volodymyrivna, Shevchyk, Roksoliana, Shuler, Ana I., Shvets, Stanislav, Sniderman, Liz, Skoczen, Szymon Pawel, Smeal, William John, Sokolowski, Igor, Sonkin, Anna Alexandra, Spolinyak, Andriy, Spota, Andrea, Sramkova, Lucie, Stepanjuk, Alla Ivanivna, Sterba, Jaroslav, Strahm, Brigitte, Styczynski, Jan, Svintsova, Olha, Synyuta, Andriy V, Szczepanski, Tomasz, Szczucinski, Pawel Kukiz, Szmyd, Bartosz Miroslaw, Tasso Cereceda, Maria, Teliuk, Alina, Tomanek, Iwona, Topping, Phoebe, Torrent, Montserrat, Trelińska, Joanna, Troyanovska, Olha Orestivna, Tsurkan, Lyudmila G., Tsymbalyuk-Voloshyn, Iryna, Tyupa, Sergiy Ihorovych, Urasinski, Tomasz Franciszek, Urbanek Dądela, Agnieszka, Vasilieva, Nataliia Jroslavivna, Vasilyeva, Aksana, Verdú-Amorós, Jaime, Vilcu-Bajurean, Natalia, Vinitsky, Leo, Vivtcharenko, Victoria, Vovk, Nelia, Volpe, Giovanni, Vorobel, Oksana Ivanivna, Wachowiak, Jacek Tadeusz, Wasiak, Marcin Slawomir, Wiedower, Lance Allan, Wobst, Natalia, Wuenschel, Lena Isolde, Wysocki, Mariusz Stanislaw, Yurieva, Marina, Zagurska, Anastasiia, Zakharenko, Stanislav S, Zakharenko, Aelita V, Zapotochna, Khrystyna, Zawitkowska, Joanna Emilia, Zecca, Marco, Mueller, Alexandra, Salek, Marta, Oszer, Aleksandra, Evseev, Dmitry, Yakimkova, Taisiya, Wlodarski, Marcin, Vinitsky, Anna, Kizyma, Roman, Pogorelyy, Mikhail, Zuber, Maria, Escalante, Juan, Lipska, Elzbieta, Fendler, Wojciech, Nowicka, Zuzanna, Szyszka, Adam, Rodriguez-Galindo, Carlos, Wise, Paul H., Agulnik, Asya, Mlynarski, Wojciech
Publikováno v:
In European Journal of Cancer October 2024 210
Emerging vehicular systems with increasing proportions of automated components present opportunities for optimal control to mitigate congestion and increase efficiency. There has been a recent interest in applying deep reinforcement learning (DRL) to
Externí odkaz:
http://arxiv.org/abs/2208.00268
We introduce Nocturne, a new 2D driving simulator for investigating multi-agent coordination under partial observability. The focus of Nocturne is to enable research into inference and theory of mind in real-world multi-agent settings without the com
Externí odkaz:
http://arxiv.org/abs/2206.09889