Aravind Srinivas
Aravind Srinivas
Verified email at cs.berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Data-Efficient Image Recognition with Contrastive Predictive Coding
OJ Hnaff, A Srinivas, J De Fauw, A Razavi, C Doersch, SMA Eslami, ...
International Conference on Machine Learning, 2020, 2019
2632019
Universal planning networks
A Srinivas, A Jabri, P Abbeel, S Levine, C Finn
International Conference on Machine Learning, 2018, 2018
1202018
Flow++: Improving flow-based generative models with variational dequantization and architecture design
J Ho, X Chen, A Srinivas, Y Duan, P Abbeel
International Conference on Machine Learning, 2019, 2019
972019
Curl: Contrastive unsupervised representations for reinforcement learning
A Srinivas, M Laskin, P Abbeel
International Conference on Machine Learning, 2020, 2020
682020
Making the most of our regrets: Regret-based solutions to handle payoff uncertainty and elicitation in green security games
TH Nguyen, FM Delle Fave, D Kar, A Srinivas, A Yadav, M Tambe, ...
International Conference on Decision and Game Theory for Security, 170-191, 2015
442015
Learning to repeat: Fine grained action repetition for deep reinforcement learning
S Sharma, A Srinivas, B Ravindran
ICLR 2017, 2017
412017
Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources in the same domain
J Rajendran, A Srinivas, MM Khapra, P P, B Ravindran
ICLR 2017, 2017
36*2017
Reinforcement Learning with Augmented Data
M Laskin, K Lee, A Stooke, L Pinto, P Abbeel, A Srinivas
Advances in Neural Information Processing Systems 2020, 2020
352020
Dynamic frame skip deep q network
A Srinivas, S Sharma, B Ravindran
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. 2017, 2016
31*2016
Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering
A Srinivas, R Krishnamurthy, P Kumar, B Ravindran
arXiv preprint arXiv:1605.05359, 2016
282016
Reinforcement learning with few expert demonstrations
A Srinivas, S Ozair, Y Bengio
NIPS Workshop on Deep Learning for Action and Interaction 2016, 2016
17*2016
Dynamic frame skip deep q network
A Srinivas, S Sharma, B Ravindran
arXiv preprint arXiv:1605.05365, 2016
13*2016
Simultaneous influencing and mapping social networks
L Soriano Marcolino, A Srinivas, A Yadav, M Tambe
International Foundation for Autonomous Agents and Multiagent Systems, 2016
52016
Dynamic action repetition for deep reinforcement learning
A Srinivas, S Sharma, B Ravindran
Proc. AAAI, 2017
42017
Sunrise: A simple unified framework for ensemble learning in deep reinforcement learning
K Lee, M Laskin, A Srinivas, P Abbeel
arXiv preprint arXiv:2007.04938, 2020
22020
D2RL: Deep Dense Architectures in Reinforcement Learning
S Sinha, H Bharadhwaj, A Srinivas, A Garg
arXiv preprint arXiv:2010.09163, 2020
12020
Every team deserves a second chance: an extended study on predicting team performance
LS Marcolino, A Srinivas, V Nagarajan, M Tambe
Autonomous Agents and Multi-Agent Systems 31 (5), 1003-1054, 2017
12017
Reinforcement Learning with Latent Flow
W Shang, X Wang, A Srinivas, A Rajeswaran, Y Gao, P Abbeel, M Laskin
arXiv preprint arXiv:2101.01857, 2021
2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
G Ghiasi, Y Cui, A Srinivas, R Qian, TY Lin, ED Cubuk, QV Le, B Zoph
arXiv preprint arXiv:2012.07177, 2020
2020
Evaluating Self-Supervised Pretraining Without Using Labels
S Metzger, A Srinivas, T Darrell, K Keutzer
arXiv preprint arXiv:2009.07724, 2020
2020
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