Abhinav Verma
Abhinav Verma
Graduate Student, Computer Science, University of Texas at Austin
utexas.edu의 이메일 확인됨 - 홈페이지
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Programmatically interpretable reinforcement learning
A Verma, V Murali, R Singh, P Kohli, S Chaudhuri
Thirty-fifth International Conference on Machine Learning (ICML), 2018
1142018
Control regularization for reduced variance reinforcement learning
R Cheng, A Verma, G Orosz, S Chaudhuri, Y Yue, JW Burdick
Thirty-sixth International Conference on Machine Learning (ICML), 2019
262019
Imitation-projected programmatic reinforcement learning
A Verma, H Le, Y Yue, S Chaudhuri
Advances in Neural Information Processing Systems (NeurIPS), 15752-15763, 2019
122019
Representing formal languages: A comparison between finite automata and recurrent neural networks
JJ Michalenko, A Shah, A Verma, RG Baraniuk, S Chaudhuri, AB Patel
International Conference on Learning Representations (ICLR), 2019
11*2019
Neurosymbolic Reinforcement Learning with Formally Verified Exploration
G Anderson, A Verma, I Dillig, S Chaudhuri
Advances in Neural Information Processing Systems (NeurIPS) 33, 2020
42020
Verifiable and interpretable reinforcement learning through program synthesis
A Verma
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 9902-9903, 2019
22019
Learning Differentiable Programs with Admissible Neural Heuristics
A Shah, E Zhan, J Sun, A Verma, Y Yue, S Chaudhuri
Advances in Neural Information Processing Systems (NeurIPS) 33, 2020
12020
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