• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 39 matches

• 2024
• 
  Andrew Szot, Max Schwarzer, Harsh Agrawal, Bogdan Mazoure, Rin Metcalf, Walter Talbott, Natalie Mackraz, R. Devon Hjelm, Alexander T. Toshev:
  Large Language Models as Generalizable Policies for Embodied Tasks. ICLR 2024
• 
  Andrew Szot, Bogdan Mazoure, Harsh Agrawal, R. Devon Hjelm, Zsolt Kira, Alexander Toshev:
  Grounding Multimodal Large Language Models in Actions. CoRR abs/2406.07904 (2024)
• 
  Tudor Cristea-Platon, Bogdan Mazoure, Josh Susskind, Walter Talbott:
  On the benefits of pixel-based hierarchical policies for task generalization. CoRR abs/2407.19142 (2024)
• 2023
• 
  Bogdan Mazoure, Benjamin Eysenbach, Ofir Nachum, Jonathan Tompson:
  Contrastive Value Learning: Implicit Models for Simple Offline RL. CoRL 2023: 1257-1267
• 
  Jake Bruce, Ankit Anand, Bogdan Mazoure, Rob Fergus:
  Learning About Progress From Experts. ICLR 2023
• 
  Bogdan Mazoure, Jake Bruce, Doina Precup, Rob Fergus, Ankit Anand:
  Accelerating exploration and representation learning with offline pre-training. CoRR abs/2304.00046 (2023)
• 
  Bogdan Mazoure, Walter Talbott, Miguel Ángel Bautista, R. Devon Hjelm, Alexander Toshev, Joshua M. Susskind:
  Value function estimation using conditional diffusion models for control. CoRR abs/2306.07290 (2023)
• 
  Andrew Szot, Max Schwarzer, Harsh Agrawal, Bogdan Mazoure, Walter Talbott, Katherine Metcalf, Natalie Mackraz, R. Devon Hjelm, Alexander Toshev:
  Large Language Models as Generalizable Policies for Embodied Tasks. CoRR abs/2310.17722 (2023)
• 2022
• 
  Bogdan Mazoure, Thang Doan, Tianyu Li, Vladimir Makarenkov, Joelle Pineau, Doina Precup, Guillaume Rabusseau:
  Low-Rank Representation of Reinforcement Learning Policies. J. Artif. Intell. Res. 75: 597-636 (2022)
• 
  Bogdan Mazoure, Ahmed M. Ahmed, R. Devon Hjelm, Andrey Kolobov, Patrick MacAlpine:
  Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL. ICLR 2022
• 
  Bogdan Mazoure, Ilya Kostrikov, Ofir Nachum, Jonathan Tompson:
  Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions. NeurIPS 2022
• 
  R. Devon Hjelm, Bogdan Mazoure, Florian Golemo, Felipe Frujeri, Mihai Jalobeanu, Andrey Kolobov:
  The Sandbox Environment for Generalizable Agent Research (SEGAR). CoRR abs/2203.10351 (2022)
• 
  Tianyu Li, Bogdan Mazoure, Guillaume Rabusseau:
  Sequential Density Estimation via NCWFAs Sequential Density Estimation via Nonlinear Continuous Weighted Finite Automata. CoRR abs/2206.03923 (2022)
• 
  Bogdan Mazoure, Benjamin Eysenbach, Ofir Nachum, Jonathan Tompson:
  Contrastive Value Learning: Implicit Models for Simple Offline RL. CoRR abs/2211.02100 (2022)
• 2021
• 
  Moloud Abdar, Maryam Samami, Sajjad Dehghani Mahmoodabad, Thang Doan, Bogdan Mazoure, Reza Hashemifesharaki, Li Liu, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi:
  Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning. Comput. Biol. Medicine 135: 104418 (2021)
• 
  Cody Mazza-Anthony, Bogdan Mazoure, Mark Coates:
  Learning Gaussian Graphical Models With Ordered Weighted $\ell _1$ Regularization. IEEE Trans. Signal Process. 69: 489-499 (2021)
• 
  Thang Doan, Mehdi Abbana Bennani, Bogdan Mazoure, Guillaume Rabusseau, Pierre Alquier:
  A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix. AISTATS 2021: 1072-1080
• 
  Bogdan Mazoure, Paul Mineiro, Pavithra Srinath, Reza Sharifi Sedeh, Doina Precup, Adith Swaminathan:
  Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Offline RL. CoRR abs/2106.00589 (2021)
• 
  Bogdan Mazoure, Ahmed M. Ahmed, Patrick MacAlpine, R. Devon Hjelm, Andrey Kolobov:
  Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL. CoRR abs/2106.02193 (2021)
• 
  Bogdan Mazoure, Ilya Kostrikov, Ofir Nachum, Jonathan Tompson:
  Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions. CoRR abs/2111.14629 (2021)
• 2020
• 
  Tianyu Li, Bogdan Mazoure, Doina Precup, Guillaume Rabusseau:
  Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning. AISTATS 2020: 2852-2862
• 
  Bogdan Mazoure, Remi Tachet des Combes, Thang Doan, Philip Bachman, R. Devon Hjelm:
  Deep Reinforcement and InfoMax Learning. NeurIPS 2020
• 
  Bogdan Mazoure, Thang Doan, Tianyu Li, Vladimir Makarenkov, Joelle Pineau, Doina Precup, Guillaume Rabusseau:
  Provably efficient reconstruction of policy networks. CoRR abs/2002.02863 (2020)
• 
  Bogdan Mazoure, Remi Tachet des Combes, Thang Doan, Philip Bachman, R. Devon Hjelm:
  Deep Reinforcement and InfoMax Learning. CoRR abs/2006.07217 (2020)
• 
  Thang Doan, Mehdi Abbana Bennani, Bogdan Mazoure, Guillaume Rabusseau, Pierre Alquier:
  A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix. CoRR abs/2010.04003 (2020)
• 2019
• 
  Thang Doan, João Monteiro, Isabela Albuquerque, Bogdan Mazoure, Audrey Durand, Joelle Pineau, R. Devon Hjelm:
  On-Line Adaptative Curriculum Learning for GANs. AAAI 2019: 3470-3477
• 
  Bogdan Mazoure, Thang Doan, Audrey Durand, Joelle Pineau, R. Devon Hjelm:
  Leveraging exploration in off-policy algorithms via normalizing flows. CoRL 2019: 430-444
• 
  Atta Norouzian, Bogdan Mazoure, Dermot Connolly, Daniel Willett:
  Exploring Attention Mechanism for Acoustic-based Classification of Speech Utterances into System-directed and Non-system-directed. ICASSP 2019: 7310-7314
• 
  Nadia Tahiri, Bogdan Mazoure, Vladimir Makarenkov:
  An intelligent shopping list based on the application of partitioning and machine learning algorithms. SciPy 2019: 85-92
• 
  Atta Norouzian, Bogdan Mazoure, Dermot Connolly, Daniel Willett:
  Exploring attention mechanism for acoustic-based classification of speech utterances into system-directed and non-system-directed. CoRR abs/1902.00570 (2019)

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