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Publication search results
found 87 matches
- 2024
- Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Sameer Singh, Peter Clark, Roy Fox:
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills. CoRR abs/2402.03244 (2024) - Dmitrii Krylov, Armin Karamzade, Roy Fox:
Moonwalk: Inverse-Forward Differentiation. CoRR abs/2402.14212 (2024) - Armin Karamzade, Kyungmin Kim, Montek Kalsi, Roy Fox:
Reinforcement Learning from Delayed Observations via World Models. CoRR abs/2403.12309 (2024) - 2023
- Dmitrii Krylov, Pooya Khajeh, Junhan Ouyang, Thomas Reeves, Tongkai Liu, Hiba Ajmal, Hamidreza Aghasi, Roy Fox:
Learning to Design Analog Circuits to Meet Threshold Specifications. ICML 2023: 17858-17873 - Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox:
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling. ICML 2023: 26311-26325 - Yusheng Bian, Hanyi Ding, Abdelsalam Aboketaf, Vaishnavi Karra, Massimo Sorbara, Takako Hirokawa, Salman Mosleh, Crystal Hedges, Won Suk Lee, Sujith Chandran, Avijit Chatterjee, Riddhi Nandi, Ken Giewont, Karen Nummy, Alon Gabbay, Yannick De Koninck, Jochem Verbist, Santiago Echeverri, Liron Gantz, Qidi Liu, Dylan Logan, Omid Jafari, Kyle Murray, Edgar Huante-Ceron, Subharup Roy, Paul Webster-Pact, Michal Rakowski, Kevin K. Dezfulian, Andy Stricker, Thomas Houghton, Keith Donegan, Ryan Sporer, Jae Kyu Cho, Farid Barakat, Dan Moy, Zhuo-Jie Wu, Subramanian Krishnamurthy, Arman Najafi, Seyedeh Fahimeh Banihashemian, Rick Mincar, Ranjani Sirdeshmukh, Norman Robson, Ian Melville, Rod Augur, Jae Gon Lee, Wenhe Lin, George Gifford, Robert Fox, Vikas Gupta, Anthony Yu, John Pellerin, Ted Letavic:
Polarization mode dispersion in CMOS-integrated monolithic SiPh components: simulations and experiments. OFC 2023: 1-3 - Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox:
Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling. CoRR abs/2301.12050 (2023) - Md. Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox:
Population Age Group Sensitivity for COVID-19 Infections with Deep Learning. CoRR abs/2307.00751 (2023) - Kolby Nottingham, Yasaman Razeghi, Kyungmin Kim, JB Lanier, Pierre Baldi, Roy Fox, Sameer Singh:
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors. CoRR abs/2307.11922 (2023) - Dmitrii Krylov, Pooya Khajeh, Junhan Ouyang, Thomas Reeves, Tongkai Liu, Hiba Ajmal, Hamidreza Aghasi, Roy Fox:
Learning to Design Analog Circuits to Meet Threshold Specifications. CoRR abs/2307.13861 (2023) - 2022
- Roy Fox, Stephen M. McAleer, Will Overman, Ioannis Panageas:
Independent Natural Policy Gradient always converges in Markov Potential Games. AISTATS 2022: 4414-4425 - Litian Liang, Yaosheng Xu, Stephen McAleer, Dailin Hu, Alexander Ihler, Pieter Abbeel, Roy Fox:
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks. ICML 2022: 13285-13301 - Stephen McAleer, Kevin Wang, John B. Lanier, Marc Lanctot, Pierre Baldi, Tuomas Sandholm, Roy Fox:
Anytime PSRO for Two-Player Zero-Sum Games. CoRR abs/2201.07700 (2022) - Kolby Nottingham, Alekhya Pyla, Sameer Singh, Roy Fox:
Learning to Query Internet Text for Informing Reinforcement Learning Agents. CoRR abs/2205.13079 (2022) - Stephen McAleer, John B. Lanier, Kevin A. Wang, Pierre Baldi, Roy Fox, Tuomas Sandholm:
Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games. CoRR abs/2207.06541 (2022) - John B. Lanier, Stephen McAleer, Pierre Baldi, Roy Fox:
Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments. CoRR abs/2207.09597 (2022) - Litian Liang, Yaosheng Xu, Stephen McAleer, Dailin Hu, Alexander Ihler, Pieter Abbeel, Roy Fox:
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks. CoRR abs/2209.07670 (2022) - E. A. Huerta, Ben Blaiszik, L. Catherine Brinson, Kristofer E. Bouchard, Daniel Diaz, Caterina Doglioni, Javier M. Duarte, Murali Emani, Ian T. Foster, Geoffrey C. Fox, Philip C. Harris, Lukas Heinrich, Shantenu Jha, Daniel S. Katz, Volodymyr V. Kindratenko, Christine R. Kirkpatrick, Kati Lassila-Perini, Ravi K. Madduri, Mark S. Neubauer, Fotis E. Psomopoulos, Avik Roy, Oliver Rübel, Zhizhen Zhao, Ruike Zhu:
FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective. CoRR abs/2210.08973 (2022) - 2021
- Faryad Sahneh, Meghan A. Balk, Marina Kisley, Chi-Kwan Chan, Mercury Fox, Brian Nord, Eric Lyons, Tyson Lee Swetnam, Daniela Huppenkothen, Will Sutherland, Ramona L. Walls, Daven P. Quinn, Tonantzin Tarin, David S. LeBauer, David Ribes, Dunbar P. Birnie III, Carol Lushbough, Eric Carr, Grey Nearing, Jeremy Fischer, Kevin Tyle, Luis Carrasco, Meagan Lang, Peter W. Rose, Richard R. Rushforth, Samapriya Roy, Thomas Matheson, Tina Lee, C. Titus Brown, Tracy K. Teal, Monica Papes, Stephen G. Kobourov, Nirav C. Merchant:
Ten simple rules to cultivate transdisciplinary collaboration in data science. PLoS Comput. Biol. 17(5) (2021) - Stephen McAleer, John B. Lanier, Kevin A. Wang, Pierre Baldi, Roy Fox:
XDO: A Double Oracle Algorithm for Extensive-Form Games. NeurIPS 2021: 23128-23139 - Forest Agostinelli, Alexander Shmakov, Stephen McAleer, Roy Fox, Pierre Baldi:
A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks. CoRR abs/2102.04518 (2021) - Stephen McAleer, John B. Lanier, Pierre Baldi, Roy Fox:
XDO: A Double Oracle Algorithm for Extensive-Form Games. CoRR abs/2103.06426 (2021) - Stephen McAleer, John B. Lanier, Michael Dennis, Pierre Baldi, Roy Fox:
Improving Social Welfare While Preserving Autonomy via a Pareto Mediator. CoRR abs/2106.03927 (2021) - Kolby Nottingham, Litian Liang, Daeyun Shin, Charless C. Fowlkes, Roy Fox, Sameer Singh:
Modular Framework for Visuomotor Language Grounding. CoRR abs/2109.02161 (2021) - Roy Fox, Stephen McAleer, Will Overman, Ioannis Panageas:
Independent Natural Policy Gradient Always Converges in Markov Potential Games. CoRR abs/2110.10614 (2021) - Litian Liang, Yaosheng Xu, Stephen McAleer, Dailin Hu, Alexander Ihler, Pieter Abbeel, Roy Fox:
Temporal-Difference Value Estimation via Uncertainty-Guided Soft Updates. CoRR abs/2110.14818 (2021) - Nicholas Roy, Ingmar Posner, Tim D. Barfoot, Philippe Beaudoin, Yoshua Bengio, Jeannette Bohg, Oliver Brock, Isabelle Depatie, Dieter Fox, Daniel E. Koditschek, Tomás Lozano-Pérez, Vikash Mansinghka, Christopher J. Pal, Blake A. Richards, Dorsa Sadigh, Stefan Schaal, Gaurav S. Sukhatme, Denis Thérien, Marc Toussaint, Michiel van de Panne:
From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence. CoRR abs/2110.15245 (2021) - Dailin Hu, Pieter Abbeel, Roy Fox:
Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning. CoRR abs/2111.14204 (2021) - Yaosheng Xu, Dailin Hu, Litian Liang, Stephen McAleer, Pieter Abbeel, Roy Fox:
Target Entropy Annealing for Discrete Soft Actor-Critic. CoRR abs/2112.02852 (2021) - 2020
- Ernest Turro, William J. Astle, Karyn Megy, Stefan Gräf, Daniel Greene, Olga Shamardina, Hana Lango Allen, Alba Sanchis-Juan, Mattia Frontini, Chantal Thys, Jonathan Stephens, Rutendo Mapeta, Oliver S. Burren, Kate Downes, Matthias Haimel, Salih Tuna, Sri V. V. Deevi, Timothy J. Aitman, David L. H. Bennett, Paul Calleja, Keren Carss, Mark J. Caulfield, Patrick F. Chinnery, Peter H. Dixon, Daniel P. Gale, Roger James, Ania Koziell, Michael A. Laffan, Adam P. Levine, Eamonn R. Maher, Hugh S. Markus, Joannella Morales, Nicholas W. Morrell, Andrew D. Mumford, Elizabeth Ormondroyd, Stuart Rankin, Augusto Rendon, Sylvia Richardson, Irene Roberts, Noemi B. A. Roy, Moin A. Saleem, Kenneth G. C. Smith, Hannah Stark, Rhea Y. Y. Tan, Andreas C. Themistocleous, Adrian J. Thrasher, Hugh Watkins, Andrew R. Webster, Martin R. Wilkins, Catherine Williamson, James Whitworth, Sean Humphray, David R. Bentley, Stephen Abbs, Lara Abulhoul, Julian Adlard, Munaza Ahmed, Hana Alachkar, David J. Allsup, Jeff Almeida-King, Philip Ancliff, Richard Antrobus, Ruth Armstrong, Gavin Arno, Sofie Ashford, Anthony Attwood, Paul Aurora, Christian Babbs, Chiara Bacchelli, Tamam Bakchoul, Siddharth Banka, Tadbir Bariana, Julian Barwell, Joana Batista, Helen E. Baxendale, Phil L. Beales, Agnieszka Bierzynska, Tina Biss, Maria A. K. Bitner-Glindzicz, Graeme C. M. Black, Marta Bleda, Iulia Blesneac, Detlef Bockenhauer, Harm Bogaard, Christian J. Bourne, Sara Boyce, John R. Bradley, Eugene Bragin, Gerome Breen, Paul Brennan, Carole Brewer, Matthew Brown, Andrew C. Browning, Michael J. Browning, Rachel J. Buchan, Matthew S. Buckland, Teofila Bueser, Carmen Bugarin Diz, John Burn, Siobhan O. Burns, Nigel Burrows, Carolyn Campbell, Gerald Carr-White, Ruth Casey, Jenny Chambers, John Chambers, Melanie M. Y. Chan, Calvin Cheah, Floria Cheng, Manali Chitre, Martin T. Christian, Colin Church, Jill Clayton-Smith, Maureen Cleary, Naomi Clements Brod, Gerry Coghlan, Elizabeth Colby, Trevor R. P. Cole, Janine Collins, Peter W. Collins, Camilla Colombo, Cecilia J. Compton, Robin Condliffe, Stuart A. Cook, H. Terence Cook, Nichola Cooper, Paul A. Corris, Abigail Furnell, Fiona Cunningham, Nicola S. Curry, Antony J. Cutler, Matthew J. Daniels, Mehul Dattani, Louise C. Daugherty, John Davis, Anthony De Soyza, Timothy Dent, Charu Deshpande, Eleanor F. Dewhurst, Sofia Douzgou, Anna M. Drazyk, Elizabeth Drewe, Daniel Duarte, Tina Dutt, J. David M. Edgar, Karen Edwards, William Egner, Melanie N. Ekani, Perry Elliott, Wendy N. Erber, Marie Erwood, Maria C. Estiu, Dafydd Gareth Evans, Gillian Evans, Tamara Everington, Mélanie Eyries, Hiva Fassihi, Remi Favier, Jack Findhammer, Debra Fletcher, Frances A. Flinter, R. Andres Floto, Tom Fowler, James Fox, Amy J. Frary, Courtney E. French, Kathleen Freson, Henning Gall, Vijeya Ganesan, Michael Gattens, Claire Geoghegan, Terence S. A. Gerighty, Ali G. Gharavi, Stefano Ghio, Hossein-Ardeschir Ghofrani, J. Simon R. Gibbs, Kate Gibson, Kimberly C. Gilmour, Barbara Girerd, Nicholas S. Gleadall, Sarah Goddard, David B. Goldstein, Keith Gomez, Pavels Gordins, David Gosal, Jodie Graham, Luigi Grassi, Lynn Greenhalgh, Andreas Greinacher, Paolo Gresele, Philip Griffiths, Sofia Grigoriadou, Russell J. Grocock, Detelina Grozeva, Mark Gurnell, Scott Hackett, Charaka Hadinnapola, William M. Hague, Rosie Hague, Matthew Hall, Helen L. Hanson, Eshika Haque, Kirsty Harkness, Andrew R. Harper, Claire L. Harris, Daniel Hart, Ahamad Hassan, Grant Hayman, Alex Henderson, Archana Herwadkar, Jonathan Hoffman, Simon Holden, Rita Horvath, Henry Houlden, Arjan C. Houweling, Luke S. G. E. Howard, Fengyuan Hu, Gavin Hudson, Joseph Hughes, Aarnoud P. Huissoon, Marc Humbert, Sarah Hunter, Matthew E. Hurles, Melita Irving, Louise Izatt, Sally A. Johnson, Stephen Jolles, Jennifer Jolley, Dragana Josifova, Neringa Jurkute, Tim Karten, Johannes Karten, Mary A. Kasanicki, Hanadi Kazkaz, Rashid Kazmi, Peter Kelleher, Anne M. Kelly, Wilf Kelsall, Carly Kempster, David G. Kiely, Nathalie Kingston, Robert Klima, Nils Koelling, Myrto Kostadima, Gabor Kovacs, Roman Kreuzhuber, Taco W. Kuijpers, Ajith Kumar, Dinakantha Kumararatne, Manju A. Kurian, Fiona Lalloo, Michele Lambert, Allan Lawrie, D. Mark Layton, Nick Lench, Claire Lentaigne, Tracy Lester, Rachel Linger, Hilary Longhurst, Lorena E. Lorenzo, Eleni Louka, Paul A. Lyons, Rajiv D. Machado, Robert V. MacKenzie Ross, Bella Madan, Jesmeen Maimaris, Samantha Malka, Sarah Mangles, Kevin J. Marchbank, Stephen Marks, Hanns-Ulrich Marschall, Andrew G. Marshall, Jennifer Martin, Mary Mathias, Emma Matthews, Heather Maxwell, Paul McAlinden, Mark I. McCarthy, Harriet McKinney, Aoife McMahon, Stuart Meacham, Adam J. Mead, Ignacio Medina Castello, Sarju G. Mehta, Michel Michaelides, Carolyn Millar, Shehla N. Mohammed, Shahin Moledina, David Montani, Anthony T. Moore, Monika Mozere, Keith W. Muir, Andrea H. Nemeth, William G. Newman, Michael Newnham, Sadia Noorani, Paquita Nurden, Jennifer O'Sullivan, Samya Obaji, Chris Odhams, Steven Okoli, Andrea Olschewski, Horst Olschewski, Kai Ren Ong, S. Helen Oram, Willem H. Ouwehand, Claire Palles, Sofia Papadia, Soo-Mi Park, David Parry, Smita Patel, Joan Paterson, Andrew Peacock, Simon H. Pearce, John Peden, Kathelijne Peerlinck, Christopher J. Penkett, Joanna Pepke-Zaba, Romina Petersen, Clarissa Pilkington, Kenneth E. S. Poole, Radhika Prathalingam, Bethan Psaila, Angela Pyle, Richard Quinton, Shamima Rahman, Anupama Rao, F. Lucy Raymond, Paula J. Rayner-Matthews, Christine Rees, Tara Renton, Christopher J. Rhodes, Andrew S. C. Rice, Alex Richter, Leema Robert, Anthony Rogers, Sarah J. Rose, Robert Ross-Russell, Catherine Roughley, Deborah M. Ruddy, Omid Sadeghi-Alavijeh, Nilesh J. Samani, Crina Samarghitean, Ravishankar B. Sargur, Robert N. Sarkany, Simon Satchell, Sinisa Savic, John A. Sayer, Genevieve Sayer, Laura Scelsi, Andrew M. Schaefer, Sol Schulman, Richard Scott, Marie Scully, Claire Searle, Werner Seeger, Arjune Sen, W. A. Carrock Sewell, Denis Seyres, Neil Shah, Susan E. Shapiro, Adam C. Shaw, Patrick J. Short, Keith Sibson, Lucy Side, Ilenia Simeoni, Michael A. Simpson, Matthew C. Sims, Suthesh Sivapalaratnam, Damian Smedley, Katherine R. Smith, Katie Snape, Nicole Soranzo, Florent Soubrier, Laura Southgate, Olivera Spasic-Boskovic, Simon Staines, Emily Staples, Charles A. Steward, Kathleen E. Stirrups, Alex Stuckey, Jay Suntharalingam, Emilia M. Swietlik, Petros Syrris, R. Campbell Tait, Kate Talks, Katie Tate, John M. Taylor, Jenny C. Taylor, James E. Thaventhiran, Ellen Thomas, David Thomas, Moira J. Thomas, Patrick Thomas, Kate Thomson, Glen Threadgold, Tobias Tilly, Marc Tischkowitz, Catherine Titterton, John A. Todd, Cheng-Hock Toh, Bas Tolhuis, Ian P. Tomlinson, Mark Toshner, Matthew Traylor, Carmen Treacy, Paul Treadaway, Richard Trembath, Wojciech Turek, Philip Twiss, Tom Vale, Chris Van Geet, Natalie van Zuydam, Maarten Vandekuilen, Anthony M. Vandersteen, Marta Vazquez-Lopez, Julie von Ziegenweidt, Anton Vonk-Noordegraaf, Annette Wagner, Quinten Waisfisz, Suellen M. Walker, Neil Walker, Klaudia Walter, James S. Ware, Christopher Watt, Lucy Wedderburn, Wei Wei, Steven B. Welch, Julie Wessels, Sarah K. Westbury, John-Paul Westwood, John Wharton, Deborah Whitehorn, Andrew O. M. Wilkie, Brian T. Wilson, Edwin K. S. Wong, Nicholas W. Wood, Yvette Wood, Christopher Geoffrey Woods, Emma R. Woodward, Stephen J. Wort, Austen Worth, Michael Wright, Katherine Yates, Patrick F. K. Yong, Timothy Young, Ping Yu, Patrick Yu-Wai-Man, Eliska Zlamalova:
Whole-genome sequencing of patients with rare diseases in a national health system. Nat. 583(7814): 96-102 (2020)
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