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Jonathan P. How

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

124

Venues

15

Active years

2000–2025

Best venue rank

A*

Where they publish

Papers

124 indexed papers, newest first.

YearVenueTitleAuthors
2025ICRAPRIMER: Perception-Aware Robust Learning-Based Multiagent Trajectory Planner.Kota Kondo, Claudius T. Tewari, Andrea Tagliabue, Jesus Tordesillas, Parker C. Lusk, Mason B. Peterson, Jonathan P. How
2025ICRATCAFF: Temporal Consistency for Robot Frame Alignment.Mason B. Peterson, Parker C. Lusk, Antonio Avila, Jonathan P. How
2024ICRAPUMA: Fully Decentralized Uncertainty-aware Multiagent Trajectory Planner with Real-time Image Segmentation-based Frame Alignment.Kota Kondo, Claudius T. Tewari, Mason B. Peterson, Annika Thomas, Jouko Kinnari, Andrea Tagliabue, Jonathan P. How
2024ICRAOnline Data-Driven Safety Certification for Systems Subject to Unknown Disturbances.Nicholas Rober, Karan Mahesh, Tyler M. Paine, Max L. Greene, Steven Lee, Sildomar T. Monteiro, Michael R. Benjamin, Jonathan P. How
2024IROSLook Before You Leap: Socially Acceptable High-Speed Ground Robot Navigation in Crowded Hallways.Lakshay Sharma, Nicolaniello Buono, Ashton Flather, Xiaoyi Cai, Jonathan P. How
2024IROSSOS-Match: Segmentation for Open-Set Robust Correspondence Search and Robot Localization in Unstructured Environments.Annika Thomas, Jouko Kinnari, Parker C. Lusk, Kota Kondo, Jonathan P. How
2023ICRAWide-Area Geolocalization with a Limited Field of View Camera.Lena M. Downes, Ted J. Steiner, Rebecca L. Russell, Jonathan P. How
2023ICRADeepSeeColor: Realtime Adaptive Color Correction for Autonomous Underwater Vehicles via Deep Learning Methods.Stewart Jamieson, Jonathan P. How, Yogesh A. Girdhar
2023ICRARobust MADER: Decentralized and Asynchronous Multiagent Trajectory Planner Robust to Communication Delay.Kota Kondo, Jesus Tordesillas, Reinaldo Figueroa, Juan Rached, Joseph Merkel, Parker C. Lusk, Jonathan P. How
2023IROSGlobal Localization in Unstructured Environments Using Semantic Object Maps Built from Various Viewpoints.Jacqueline Ankenbauer, Parker C. Lusk, Annika Thomas, Jonathan P. How
2023IROSProbabilistic Traversability Model for Risk-Aware Motion Planning in Off-Road Environments.Xiaoyi Cai, Michael Everett, Lakshay Sharma, Philip R. Osteen, Jonathan P. How
2023IROSMOTLEE: Distributed Mobile Multi-Object Tracking with Localization Error Elimination.Mason B. Peterson, Parker C. Lusk, Jonathan P. How
2023IROSResilient and Distributed Multi-Robot Visual SLAM: Datasets, Experiments, and Lessons Learned.Yulun Tian, Yun Chang, Long Quang, Arthur Schang, Carlos Nieto-Granda, Jonathan P. How, Luca Carlone
2023IROSEfficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation.Tong Zhao, Andrea Tagliabue, Jonathan P. How
2023ICRARAMP: A Risk-Aware Mapping and Planning Pipeline for Fast Off-Road Ground Robot Navigation.Lakshay Sharma, Michael Everett, Donggun Lee, Xiaoyi Cai, Philip R. Osteen, Jonathan P. How
2023ICRARobust, High-Rate Trajectory Tracking on Insect-Scale Soft-Actuated Aerial Robots with Deep-Learned Tube MPC.Andrea Tagliabue, Yi-Hsuan Hsiao, Urban Fasel, J. Nathan Kutz, Steven L. Brunton, YuFeng Chen, Jonathan P. How
2022AAAIContext-Specific Representation Abstraction for Deep Option Learning.Marwa Abdulhai, Dong-Ki Kim, Matthew Riemer, Miao Liu, Gerald Tesauro, Jonathan P. How
2022IROSRisk-Aware Off-Road Navigation via a Learned Speed Distribution Map.Xiaoyi Cai, Michael Everett, Jonathan Fink, Jonathan P. How
2022IROSCity-wide Street-to-Satellite Image Geolocalization of a Mobile Ground Agent.Lena M. Downes, Dong-Ki Kim, Ted J. Steiner, Jonathan P. How
2022IROSMulti-Agent Relative Pose Estimation with UWB and Constrained Communications.Andrew Fishberg, Jonathan P. How
2022IROSGlobal Data Association for SLAM with 3D Grassmannian Manifold Objects.Parker C. Lusk, Jonathan P. How
2022IROSSafe adaptation in multiagent competition.Macheng Shen, Jonathan P. How
2022IROSOutput Feedback Tube MPC-Guided Data Augmentation for Robust, Efficient Sensorimotor Policy Learning.Andrea Tagliabue, Jonathan P. How
2022IROSDistributed Riemannian Optimization with Lazy Communication for Collaborative Geometric Estimation.Yulun Tian, Amrit Singh Bedi, Alec Koppel, Miguel Calvo-Fullana, David M. Rosen, Jonathan P. How
2022ICRAROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation.Chuangchuang Sun, Dong-Ki Kim, Jonathan P. How
2022ICRADemonstration-Efficient Guided Policy Search via Imitation of Robust Tube MPC.Andrea Tagliabue, Dong-Ki Kim, Michael Everett, Jonathan P. How
2021ICMLA Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning.Dong-Ki Kim, Miao Liu, Matthew Riemer, Chuangchuang Sun, Marwa Abdulhai, Golnaz Habibi, Sebastian Lopez-Cot, Gerald Tesauro, Jonathan P. How
2021ICRANon-Monotone Energy-Aware Information Gathering for Heterogeneous Robot Teams.Xiaoyi Cai, Brent Schlotfeldt, Kasra Khosoussi, Nikolay Atanasov, George J. Pappas, Jonathan P. How
2021ICRAKimera-Multi: a System for Distributed Multi-Robot Metric-Semantic Simultaneous Localization and Mapping.Yun Chang, Yulun Tian, Jonathan P. How, Luca Carlone
2021ICRAEfficient Reachability Analysis of Closed-Loop Systems with Neural Network Controllers.Michael Everett, Golnaz Habibi, Jonathan P. How
2021ICRANF-iSAM: Incremental Smoothing and Mapping via Normalizing Flows.Qiangqiang Huang, Can Pu, Dehann Fourie, Kasra Khosoussi, Jonathan P. How, John J. Leonard
2021ICRAMulti-Robot Distributed Semantic Mapping in Unfamiliar Environments through Online Matching of Learned Representations.Stewart Jamieson, Kaveh Fathian, Kasra Khosoussi, Jonathan P. How, Yogesh A. Girdhar
2021ICRACLIPPER: A Graph-Theoretic Framework for Robust Data Association.Parker C. Lusk, Kaveh Fathian, Jonathan P. How
2021ICRAFISAR: Forward Invariant Safe Reinforcement Learning with a Deep Neural Network-Based Optimizer.Chuangchuang Sun, Dong-Ki Kim, Jonathan P. How
2021ICRAAirflow-Inertial Odometry for Resilient State Estimation on Multirotors.Andrea Tagliabue, Jonathan P. How
2020CVPRSILA: An Incremental Learning Approach for Pedestrian Trajectory Prediction.Golnaz Habibi, Nikita Jaipuria, Jonathan P. How
2020ICRAActive Reward Learning for Co-Robotic Vision Based Exploration in Bandwidth Limited Environments.Stewart Jamieson, Jonathan P. How, Yogesh A. Girdhar
2020ICRAPredicting optimal value functions by interpolating reward functions in scalarized multi-objective reinforcement learning.Arpan Kusari, Jonathan P. How
2020ICRADynamic Landing of an Autonomous Quadrotor on a Moving Platform in Turbulent Wind Conditions.Aleix Paris, Brett T. Lopez, Jonathan P. How
2020IROSA Whisker-inspired Fin Sensor for Multi-directional Airflow Sensing.Suhan Kim, Regan Kubicek, Aleix Paris, Andrea Tagliabue, Jonathan P. How, Sarah Bergbreiter
2020IROSScaling Up Multiagent Reinforcement Learning for Robotic Systems: Learn an Adaptive Sparse Communication Graph.Chuangchuang Sun, Macheng Shen, Jonathan P. How
2020IROSTouch the Wind: Simultaneous Airflow, Drag and Interaction Sensing on a Multirotor.Andrea Tagliabue, Aleix Paris, Suhan Kim, Regan Kubicek, Sarah Bergbreiter, Jonathan P. How
2019AAAICollective Online Learning of Gaussian Processes in Massive Multi-Agent Systems.Trong Nghia Hoang, Quang Minh Hoang, Kian Hsiang Low, Jonathan P. How
2019AAAILearning to Teach in Cooperative Multiagent Reinforcement Learning.Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu, Gerald Tesauro, Matthew Riemer, Christopher Amato, Murray Campbell, Jonathan P. How
2019CoRLCertified Adversarial Robustness for Deep Reinforcement Learning.Bjrn Ltjens, Michael Everett, Jonathan P. How
2019ICRAEfficient Constellation-Based Map-Merging for Semantic SLAM.Kristoffer M. Frey, Ted J. Steiner, Jonathan P. How
2019ICRASafe Reinforcement Learning With Model Uncertainty Estimates.Bjrn Ltjens, Michael Everett, Jonathan P. How
2019ICRARobust Object-based SLAM for High-speed Autonomous Navigation.Kyel Ok, Katherine Liu, Kristoffer M. Frey, Jonathan P. How, Nicholas Roy
2019IROSPlanning Beyond The Sensing Horizon Using a Learned Context.Michael Everett, Justin Miller, Jonathan P. How
2019IROSFASTER: Fast and Safe Trajectory Planner for Flights in Unknown Environments.Jesus Tordesillas, Brett T. Lopez, Jonathan P. How
2019IROSPolicy Distillation and Value Matching in Multiagent Reinforcement Learning.Samir Wadhwania, Dong-Ki Kim, Shayegan Omidshafiei, Jonathan P. How
2019ICRAActive Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning.Macheng Shen, Jonathan P. How
2019ICRAReal-Time Planning with Multi-Fidelity Models for Agile Flights in Unknown Environments.Jesus Tordesillas, Brett T. Lopez, John Carter, John Ware, Jonathan P. How
2018ICRAComplexity Analysis and Efficient Measurement Selection Primitives for High-Rate Graph SLAM.Kristoffer M. Frey, Ted J. Steiner, Jonathan P. How
2018ICRATalk Resource-Efficiently to Me: Optimal Communication Planning for Distributed Loop Closure Detection.Matthew Giamou, Kasra Khosoussi, Jonathan P. How
2018ICRANear-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems.Trong Nghia Hoang, Yuchen Xiao, Kavinayan Sivakumar, Christopher Amato, Jonathan P. How
2018ICRARobust Collision Avoidance via Sliding Control.Brett T. Lopez, Jean-Jacques E. Slotine, Jonathan P. How
2018IROSMotion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning.Michael Everett, Yu Fan Chen, Jonathan P. How
2018IROSTransferable Pedestrian Motion Prediction Models at Intersections.Macheng Shen, Golnaz Habibi, Jonathan P. How
2018WAFRResource-Aware Algorithms for Distributed Loop Closure Detection with Provable Performance Guarantees.Yulun Tian, Kasra Khosoussi, Jonathan P. How
2017CVPREfficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures.Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
2017ICMLDeep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability.Shayegan Omidshafiei, Jason Pazis, Christopher Amato, Jonathan P. How, John Vian
2017ICRADecentralized non-communicating multiagent collision avoidance with deep reinforcement learning.Yu Fan Chen, Miao Liu, Michael Everett, Jonathan P. How
2017ICRAAggressive 3-D collision avoidance for high-speed navigation.Brett T. Lopez, Jonathan P. How
2017ICRAPredictive positioning and quality of service ridesharing for campus mobility on demand systems.Justin Miller, Jonathan P. How
2017ICRAScalable accelerated decentralized multi-robot policy search in continuous observation spaces.Shayegan Omidshafiei, Christopher Amato, Miao Liu, Michael Everett, Jonathan P. How, John Vian
2017ICRASemantic-level decentralized multi-robot decision-making using probabilistic macro-observations.Shayegan Omidshafiei, Shih-Yuan Liu, Michael Everett, Brett T. Lopez, Christopher Amato, Miao Liu, Jonathan P. How, John Vian
2017ICRADuckietown: An open, inexpensive and flexible platform for autonomy education and research.Liam Paull, Jacopo Tani, Heejin Ahn, Javier Alonso-Mora, Luca Carlone, Michal Cp, Yu Fan Chen, Changhyun Choi, Jeff Dusek, Yajun Fang, Daniel Hoehener, Shih-Yuan Liu, Michael Novitzky, Igor Franzoni Okuyama, Jason Pazis, Guy Rosman, Valerio Varricchio, Hsueh-Cheng Wang, Dmitry S. Yershov, Hang Zhao, Michael Benjamin, Christopher Carr, Maria T. Zuber, Sertac Karaman, Emilio Frazzoli, Domitilla Del Vecchio, Daniela Rus, Jonathan P. How, John J. Leonard, Andrea Censi
2017IROSSocially aware motion planning with deep reinforcement learning.Yu Fan Chen, Michael Everett, Miao Liu, Jonathan P. How
2017IROSStable laser interest point selection for place recognition in a forest.Matthew Giamou, Yaroslav Babich, Golnaz Habibi, Jonathan P. How
2017IROSLearning for multi-robot cooperation in partially observable stochastic environments with macro-actions.Miao Liu, Kavinayan Sivakumar, Shayegan Omidshafiei, Christopher Amato, Jonathan P. How
2017IROSAggressive collision avoidance with limited field-of-view sensing.Brett T. Lopez, Jonathan P. How
2017IROSDemand estimation and chance-constrained fleet management for ride hailing.Justin Miller, Jonathan P. How
2017KDDPlanning and Learning under Uncertainty: Theory and Practice.Jonathan P. How
2016AAAILearning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments.Miao Liu, Christopher Amato, Emily P. Anesta, John Daniel Griffith, Jonathan P. How
2016ICRAAugmented dictionary learning for motion prediction.Yu Fan Chen, Miao Liu, Jonathan P. How
2016ICRAAutonomous drifting using simulation-aided reinforcement learning.Mark Cutler, Jonathan P. How
2016ICRAGraph-based Cross Entropy method for solving multi-robot decentralized POMDPs.Shayegan Omidshafiei, Ali-akbar Agha-mohammadi, Christopher Amato, Shih-Yuan Liu, Jonathan P. How, John Vian
2016IROSMotion planning with diffusion maps.Yu Fan Chen, Shih-Yuan Liu, Miao Liu, Justin Miller, Jonathan P. How
2016IROSDynamic arrival rate estimation for campus Mobility On Demand network graphs.Justin Miller, Andres Hasfura, Shih-Yuan Liu, Jonathan P. How
2016IROSSLAM with objects using a nonparametric pose graph.Beipeng Mu, Shih-Yuan Liu, Liam Paull, John J. Leonard, Jonathan P. How
2015CVPRSmall-variance nonparametric clustering on the hypersphere.Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
2015FUSIONAdaptive search for multi-class targets with heterogeneous importance.Beipeng Mu, Gregory E. Newstadt, Dennis L. Wei, Alfred O. Hero III, Jonathan P. How
2015IJCAIStick-Breaking Policy Learning in Dec-POMDPs.Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How
2015ICRAPlanning for decentralized control of multiple robots under uncertainty.Christopher Amato, George Dimitri Konidaris, Gabriel Cruz, Christopher A. Maynor, Jonathan P. How, Leslie Pack Kaelbling
2015ICRADecoupled multiagent path planning via incremental sequential convex programming.Yu Fan Chen, Mark Cutler, Jonathan P. How
2015ICRAEfficient reinforcement learning for robots using informative simulated priors.Mark Cutler, Jonathan P. How
2015ICRADecentralized control of Partially Observable Markov Decision Processes using belief space macro-actions.Shayegan Omidshafiei, Ali-akbar Agha-mohammadi, Christopher Amato, Jonathan P. How
2015IROSRobust incremental SLAM with consistency-checking.Matthew C. Graham, Jonathan P. How, Donald E. Gustafson
2015IROSOnline heterogeneous multiagent learning under limited communication with applications to forest fire management.N. Kemal Ure, Shayegan Omidshafiei, Brett Thomas Lopez, Ali-akbar Agha-mohammadi, Jonathan P. How, John Vian
2014ICMLSample Efficient Reinforcement Learning with Gaussian Processes.Robert C. Grande, Thomas J. Walsh, Jonathan P. How
2014ICRAHuman aware UAS path planning in urban environments using nonstationary MDPs.Rakshit Allamaraju, Hassan A. Kingravi, Allan Axelrod, Girish Chowdhary, Robert C. Grande, Jonathan P. How, Christopher Crick, Weihua Sheng
2014ICRAReinforcement learning with multi-fidelity simulators.Mark Cutler, Thomas J. Walsh, Jonathan P. How
2014IROSHealth aware stochastic planning for persistent package delivery missions using quadrotors.Ali-akbar Agha-mohammadi, N. Kemal Ure, Jonathan P. How, John Vian
2014IROSCamera control for learning nonlinear target dynamics via Bayesian nonparametric Dirichlet-process Gaussian-process (DP-GP) models.Hongchuan Wei, Wenjie Lu, Pingping Zhu, Silvia Ferrari, Robert H. Klein, Shayegan Omidshafiei, Jonathan P. How
2014UAIQuantifying Nonlocal Informativeness in High-Dimensional, Loopy Gaussian Graphical Models.Daniel S. Levine, Jonathan P. How
2014UAIApproximate Decentralized Bayesian Inference.Trevor Campbell, Jonathan P. How
2014WAFRReal-Time Predictive Modeling and Robust Avoidance of Pedestrians with Uncertain, Changing Intentions.Sarah Ferguson, Brandon Luders, Robert C. Grande, Jonathan P. How
2013ICRARapid transfer of controllers between UAVs using learning-based adaptive control.Girish Chowdhary, Tongbin Wu, Mark Cutler, Jonathan P. How
2013ICRAReinforcement learning with misspecified model classes.Joshua Mason Joseph, Alborz Geramifard, John W. Roberts, Jonathan P. How, Nicholas Roy
2013ICRAScalable reward learning from demonstration.Bernard Michini, Mark Cutler, Jonathan P. How
2013UAIBatch-iFDD for Representation Expansion in Large MDPs.Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How
2012GLOBECOMMulti-UAV network control through dynamic task allocation: Ensuring data-rate and bit-error-rate support.Andrew N. Kopeikin, Sameera S. Ponda, Luke B. Johnson, Jonathan P. How
2012ICRAImproving the efficiency of Bayesian inverse reinforcement learning.Bernard Michini, Jonathan P. How
2011GLOBECOMReal-time dynamic planning to maintain network connectivity in a team of unmanned air vehicles.Andrew N. Kopeikin, Sameera S. Ponda, Luke B. Johnson, Olivier Toupet, Jonathan P. How
2011ICMLOnline Discovery of Feature Dependencies.Alborz Geramifard, Finale Doshi, Josh Redding, Nicholas Roy, Jonathan P. How
2011ICRADecentralized path planning for multi-agent teams in complex environments using rapidly-exploring random trees.Vishnu Desaraju, Jonathan P. How
2011ICRADesign and flight testing of an autonomous variable-pitch quadrotor.Buddy Michini, Josh Redding, N. Kemal Ure, Mark Cutler, Jonathan P. How
2011ICRAA decentralized approach to multi-agent planning in the presence of constraints and uncertainty.Aditya Undurti, Jonathan P. How
2010ICARCVAnalysis of mutual information for informative forecasting using mobile sensors.Han-Lim Choi, Jonathan P. How
2010IROSThreat-aware path planning in uncertain urban environments.Georges Aoude, Brandon Luders, Daniel S. Levine, Jonathan P. How
2010ICRAA voice-commandable robotic forklift working alongside humans in minimally-prepared outdoor environments.Seth J. Teller, Matthew R. Walter, Matthew E. Antone, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Jim Glass, Jonathan P. How, Albert S. Huang, Jeong hwan Jeon, Sertac Karaman, Brandon Luders, Nicholas Roy, Tara N. Sainath
2010ICRAAn online algorithm for constrained POMDPs.Aditya Undurti, Jonathan P. How
2009ICRAVision-based guidance and control of a hovering vehicle in unknown, GPS-denied environments.Spencer Ahrens, Daniel S. Levine, Gregory Andrews, Jonathan P. How
2008ICRAAutonomous aircraft flight control for constrained environments.Jonathan P. How, James S. McGrew, Adrian A. Frank, George H. Hines
2008IROSMotion planning for urban driving using RRT.Yoshiaki Kuwata, Gaston A. Fiore, Justin Teo, Emilio Frazzoli, Jonathan P. How
2007ACCEnsemble-Based Adaptive Targeting of Mobile Sensor Networks.Han-Lim Choi, Jonathan P. How, James A. Hansen
2007ACCThree-Dimensional Flight Experiments Using On-Line Mixed-Integer Linear Programming Trajectory Optimization.Kieran Culligan, Mario J. Valenti, Yoshiaki Kuwata, Jonathan P. How
2007ACCRobust Cooperative Decentralized Trajectory Optimization using Receding Horizon MILP.Yoshiaki Kuwata, Jonathan P. How
2007ACCRobust Receding Horizon Control using Generalized Constraint Tightening.Yoshiaki Kuwata, Arthur Richards, Jonathan P. How
2007ACCEmbedding Health Management into Mission Tasking for UAV Teams.Mario J. Valenti, Brett Bethke, Jonathan P. How, Daniela Pucci de Farias, John Vian
2007ICCSAdaptive Observation Strategies for Forecast Error Minimization.Nicholas Roy, Han-Lim Choi, Daniel Gombos, James A. Hansen, Jonathan P. How, Sooho Park
2007ICRAThe MIT Indoor Multi-Vehicle Flight Testbed.Mario J. Valenti, Brett Bethke, Daniel Dale, Adrian A. Frank, James S. McGrew, Spencer Ahrens, Jonathan P. How, John Vian
2000ICRAAn Indoor Absolute Positioning System with No Line of Sight Restrictions and Building-Wide Coverage.Eric Prigge, Jonathan P. How