עקוב אחר
Khimya Khetarpal
Khimya Khetarpal
Google Deepmind, Mila
כתובת אימייל מאומתת בדומיין google.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Towards continual reinforcement learning: A review and perspectives‏
K Khetarpal, M Riemer, I Rish, D Precup‏
[JAIR 2022] Journal of Artificial Intelligence Research 75, 1401-1476, 2022‏
3572022
What can I do here? A Theory of Affordances in Reinforcement Learning‏
K Khetarpal, Z Ahmed, G Comanici, D Abel, D Precup‏
[ICML 2020] International Conference on Machine Learning, 2020‏
802020
Value preserving state-action abstractions‏
D Abel, N Umbanhowar, K Khetarpal, D Arumugam, D Precup, M Littman‏
[AISTATS 2020] International Conference on Artificial Intelligence and …, 2020‏
682020
Learning Robust State Abstractions for Hidden-Parameter Block MDPs‏
A Zhang, S Sodhani, K Khetarpal, J Pineau‏
[ICLR 2021] arXiv preprint arXiv:2007.07206, 2020‏
59*2020
Options of Interest: Temporal Abstraction with Interest Functions‏
K Khetarpal, M Klissarov, M Chevalier-Boisvert, PL Bacon, D Precup‏
[AAAI 2020] Conference on Artificial Intelligence, arXiv preprint arXiv:2001 …, 2020‏
532020
Safe option-critic: Learning safety in the option-critic architecture‏
A Jain, K Khetarpal, D Precup‏
[KER Journal 2021] The Knowledge Engineering Review 36, 2021, 2018‏
342018
Self-Supervised Attention-Aware Reinforcement Learning‏
H Wu, K Khetarpal, D Precup‏
[AAAI 2021], Conference on Artificial Intelligence, 2021‏
312021
Disentangling the causes of plasticity loss in neural networks‏
C Lyle, Z Zheng, K Khetarpal, H van Hasselt, R Pascanu, J Martens, ...‏
[CoLLAS 2024] arXiv preprint arXiv:2402.18762, 2024‏
272024
Sequoia: A software framework to unify continual learning research‏
F Normandin, F Golemo, O Ostapenko, P Rodriguez, MD Riemer, ...‏
[ICML Workshop 2021] Workshop on Theory and Foundation of Continual Learning, 2021‏
27*2021
Re-evaluate: Reproducibility in evaluating reinforcement learning algorithms‏
K Khetarpal, Z Ahmed, A Cianflone, R Islam, J Pineau‏
[ICML Workshop 2018], Reproducibility in ML Workshop,, 2018‏
26*2018
Learning Options with Interest Functions‏
K Khetarpal, D Precup‏
[AAAI Student Abstract 2019], 3 Minute Thesis Finalist, 33, 9955-9956, 2019‏
162019
Variational state encoding as intrinsic motivation in reinforcement learning‏
M Klissarov, R Islam, K Khetarpal, D Precup‏
[ICLR Workshop 2019], Task-Agnostic Reinforcement Learning Workshop, 2019‏
16*2019
Variance Penalized On-Policy and Off-Policy Actor-Critic‏
A Jain, G Patil, A Jain, K Khetarpal, D Precup‏
[AAAI 2021], Conference on Artificial Intelligence, arXiv preprint arXiv …, 2021‏
142021
Temporally Abstract Partial Models‏
K Khetarpal, Z Ahmed, G Comanici, D Precup‏
[NeurIPS 2021] Advances in Neural Information Processing Systems, 2021‏
132021
Environments for lifelong reinforcement learning‏
K Khetarpal, S Sodhani, S Chandar, D Precup‏
[NeurIPS Workshop 2018], Continual Learning Workshop, arXiv preprint arXiv …, 2018‏
112018
Mobile robot navigation using evolving neural controller in unstructured environments‏
A Patnaik, K Khetarpal, L Behera‏
[ACODS 2014] IFAC Proceedings Volumes 47 (1), 758-765, 2014‏
82014
Attend before you act: Leveraging human visual attention for continual learning‏
K Khetarpal, D Precup‏
[ICML Workshop 2018], Lifelong Learning: A Reinforcement Learning Approach …, 2018‏
72018
Normalization and effective learning rates in reinforcement learning‏
C Lyle, Z Zheng, K Khetarpal, J Martens, H van Hasselt, R Pascanu, ...‏
[NeurIPS 2024] arXiv preprint arXiv:2407.01800, 2024‏
62024
The Paradox of Choice: On the Role of Attention in Hierarchical Reinforcement Learning‏
AC Nica, K Khetarpal, D Precup‏
[NeurIPS'22 Workshop] All Things Attention: Bridging Different Perspectives …, 2022‏
6*2022
Creating segments and effects on comics by clustering gaze data‏
I Thirunarayanan, K Khetarpal, S Koppal, OL Meur, J Shea, E Jain‏
[ACM Journal, 2017] Transactions on Multimedia Computing, Communications …, 2017‏
62017
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20