Alexandre M. Bayen
Artificial Intelligence · 2003–2021
A researcher in the Science corpus: 21 papers; trusts 154 researchers and is trusted by 27 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 159 citations into it
- Reinforcement Learning — 152 citations into it
- Control and Systems Engineering — 101 citations into it; #3,677 of 8,257 by trust here, #1,814 by citations
- Transportation — 71 citations into it; #1,303 of 2,062 by trust here, #292 by citations
- Building and Construction — 49 citations into it; #1,686 of 2,909 by trust here, #477 by citations
- Computational Theory and Mathematics — 32 citations into it; #1,908 of 12,182 by trust here, #1,463 by citations
- Automotive Engineering — 30 citations into it
- Computer Vision and Pattern Recognition — 26 citations into it
Whom Alexandre M. Bayen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yurii E. Nesterov
- Carlos F. Daganzo
- John Schulman
- Richard S. Sutton
- Sergey Levine
- Geoffrey E. Hinton
- Pieter Abbeel
- Ronald J. Williams
- Diederik P. Kingma
- Yoshua Bengio
Who trusts Alexandre M. Bayen overall
- Mo Chen
- Claire Jennifer Tomlin
- Jeremy H. Gillula
- Zhengyuan Zhou
- D. Work
- Dorsa Sadigh
- Kostas Margellos
- Jaime Fernández Fisac
- Shan Jiang
- Victoria Krakovna
Papers from Alexandre M. Bayen's perspective
Ordered by how strongly the researchers Alexandre M. Bayen trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Reinforcement Learning: An Introduction
- Learning Multiple Layers of Features from Tiny Images
- Et al
Their papers
- Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines (2018) — 173 citations
- Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design (2020) — 327 citations
- A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games (2005) — 1,261 citations
- Computational techniques for the verification of hybrid systems (2003) — 411 citations
- Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (2009) — 1,048 citations
- The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games (2021) — 2,481 citations
- The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games (2021) — 208 citations
- Benchmarks for reinforcement learning in mixed-autonomy traffic (2018) — 178 citations
- Traffic state estimation on highway: A comprehensive survey (2017) — 387 citations
- Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control (2017) — 223 citations
- Flow: A Modular Learning Framework for Mixed Autonomy Traffic (2017) — 230 citations
- Accelerated Mirror Descent in Continuous and Discrete Time (2015) — 274 citations
- Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks (2013) — 342 citations
- Understanding Road Usage Patterns in Urban Areas (2012) — 408 citations
- The Path Inference Filter: Model-Based Low-Latency Map Matching of Probe Vehicle Data (2011) — 486 citations
- Viability Theory: New Directions (2011) — 373 citations
- Analytical and grid-free solutions to the Lighthill-Whitham-Richards traffic flow model (2011) — 124 citations
- A traffic model for velocity data assimilation (2010) — 276 citations
- Virtual trip lines for distributed privacy-preserving traffic monitoring (2008) — 420 citations
- An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices (2008) — 302 citations