Xingyou Song
Title
Cited by
Cited by
Year
Rethinking attention with performers
K Choromanski, V Likhosherstov, D Dohan, X Song, A Gane, T Sarlos, ...
International Conference on Learning Representations (ICLR) 2021, Oral …, 2021
201*2021
ES-MAML: Simple Hessian-Free Meta Learning
X Song, W Gao, Y Yang, K Choromanski, A Pacchiano, Y Tang
International Conference on Learning Representations (ICLR) 2020, 2020
472020
Observational overfitting in reinforcement learning
X Song, Y Jiang, S Tu, Y Du, B Neyshabur
International Conference on Learning Representations (ICLR) 2020, 2020
33*2020
Gradientless descent: High-dimensional zeroth-order optimization
D Golovin, J Karro, G Kochanski, C Lee, X Song, Q Zhang
International Conference on Learning Representations (ICLR) 2020, Spotlight, 2020
312020
Rapidly adaptable legged robots via evolutionary meta-learning
X Song, Y Yang, K Choromanski, K Caluwaerts, W Gao, C Finn, J Tan
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
182020
An empirical study on hyperparameters and their interdependence for rl generalization
X Song, Y Du, J Jackson
NeurIPS 2019 Workshop, 2019
82019
Robotic table tennis with model-free reinforcement learning
W Gao, L Graesser, K Choromanski, X Song, N Lazic, P Sanketi, ...
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
72020
An Ode to an ODE
K Choromanski, JQ Davis, V Likhosherstov, X Song, JJ Slotine, J Varley, ...
Neural Information Processing Systems (NeurIPS) 2020, 2020
52020
Debiasing a First-order Heuristic for Approximate Bi-level Optimization
V Likhosherstov, X Song, K Choromanski, J Davis, A Weller
Interntional Conference on Machine Learning (ICML) 2021, 2021
4*2021
Stochastic flows and geometric optimization on the orthogonal group
K Choromanski, D Cheikhi, J Davis, V Likhosherstov, A Nazaret, ...
International Conference on Machine Learning, 1918-1928, 2020
42020
ES-ENAS: Blackbox Optimization over Hybrid Spaces via Combinatorial and Continuous Evolution
X Song, K Choromanski, J Parker-Holder, Y Tang, D Peng, D Jain, W Gao, ...
arXiv preprint arXiv:2101.07415, 2021
3*2021
Sub-Linear Memory: How to Make Performers SLiM
V Likhosherstov, K Choromanski, J Davis, X Song, A Weller
Neural Information Processing Systems (NeurIPS) 2021, 2021
32021
Unlocking Pixels for Reinforcement Learning via Implicit Attention
K Choromanski, D Jain, J Parker-Holder, X Song, V Likhosherstov, ...
arXiv preprint arXiv:2102.04353, 2021
22021
RL-DARTS: Differentiable Architecture Search for Reinforcement Learning
Y Miao, X Song, D Peng, S Yue, JD Co-Reyes, E Brevdo, A Faust
arXiv preprint arXiv:2106.02229, 2021
2021
The Principle of Unchanged Optimality in Reinforcement Learning Generalization
A Irpan, X Song
arXiv preprint arXiv:1906.00336, 2019
2019
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Articles 1–15