Bingqing Chen
机构: Bosch Center for Artificial Intelligence
每年引用次数
引用次数
引用: 439
H-指数: 10
I10-指数 : 12
出版物: 20
Does the income elasticity of road traffic depend on the source of income
Scott Le Vine , Bingqing (Emily) Chen , John Polak
Transportation Research Part A-policy and Practice 67 15 -29
3
2014
Learn-to-Race: A Multimodal Control Environment for Autonomous Racing.
Eric Nyberg , Abhinav Gupta , Jonathan Francis , Anirudh Koul
arXiv: Robotics
17
2021
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization.
J. Zico Kolter , Kyri Baker , Priya L. Donti , Mario Berges
arxiv:eess.SY
23
2021
Gnu-RL: A Practical and Scalable Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy
Bingqing Chen , Zicheng Cai , Mario Bergés
Frontiers in Built Environment 6
9
2020
Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy
Bingqing Chen , Zicheng Cai , Mario Bergés
international conference on systems 316 -325
95
2019
Learning a Distributed Control Scheme for Demand Flexibility in Thermostatically Controlled Loads
Bingqing Chen , Weiran Yao , Jonathan Francis , Mario Berges
international conference on communications 1 -7
13
2020
COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility
Bingqing Chen , Jonathan Francis , Marco Pritoni , Soummya Kar
international conference on systems 31 -40
1
2020
Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring
Jingxiao Liu , Bingqing Chen , Siheng Chen , Mario Bergés
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 3007 -3011
1
2020
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation
Bingqing Chen , Jingxiao Liu , Henning Lange , Mario Berges
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 3262 -3266
1
2020
Safe autonomous racing via approximate reachability on ego-vision
Bingqing Chen , Jonathan Francis , Jean Oh , Eric Nyberg
arXiv preprint arXiv:2110.07699
7
2021
Learning to adapt to domain shifts with few-shot samples in anomalous sound detection
Bingqing Chen , Luca Bondi , Samarjit Das
Smpte Journal 133 -139
1
2022
AlphaBuilding ResCommunity: A multi-agent virtual testbed for community-level load coordination
Zhe Wang , Bingqing Chen , Han Li , Tianzhen Hong
Advances in Applied Energy 4 100061
19
2021
Learn-to-race challenge 2022: Benchmarking safe learning and cross-domain generalisation in autonomous racing
Jonathan Francis , Bingqing Chen , Siddha Ganju , Sidharth Kathpal
arXiv preprint arXiv:2205.02953
10
2022
Safety-aware Policy Optimisation for Autonomous Racing
Bingqing Chen , Jonathan Francis , James Herman , Jean Oh
2
2021
Distribution-aware goal prediction and conformant model-based planning for safe autonomous driving
Jonathan Francis , Bingqing Chen , Weiran Yao , Eric Nyberg
arXiv preprint arXiv:2212.08729
1
2022
Ten questions concerning reinforcement learning for building energy management
Zoltan Nagy , Gregor Henze , Sourav Dey , Javier Arroyo
Building and Environment 110435 -110435
31
2023
Learning to solve ac optimal power flow by differentiating through holomorphic embeddings
Henning Lange , Bingqing Chen , Mario Berges , Soummya Kar
arXiv preprint arXiv:2012.09622
10
2020
What went wrong? closing the sim-to-real gap via differentiable causal discovery
Peide Huang , Xilun Zhang , Ziang Cao , Shiqi Liu
Conference on Robot Learning 734 -760
9
2023
Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control
Bingqing Chen , Min Jin , Zhe Wang , Tianzhen Hong
RELM 2020
4
2020
Towards Safe and Sample-efficient Learning for Autonomous Energy Systems
Bingqing Chen
Carnegie Mellon University
2022