vix.ing · top · new · best · stats · spec

Joelle Pineau

  1. Deep Reinforcement Learning that Matters
    2017/09/19 by Peter Henderson, Riashat Islam, Henderson, Peter +10 · 4 voices · 186 citations
    Computer Science · Mathematics · #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #cs.LG #stat.ML
  2. A Deep Reinforcement Learning Chatbot
    2017/09/07 by Iulian V. Serban, Iulian Vlad Serban, Serban, Iulian V. +37 · 1 voice · 30 citations
    Computer Science · Mathematics · #Artificial intelligence #Artificial neural network #Chatbot #Computer science #Deep learning #Ensemble learning #Machine learning #Mobile Crowdsensing and Crowdsourcing #Natural language processing #Reinforcement learning #Sequence (biology) #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE #stat.ML
  3. An Introduction to Deep Reinforcement Learning
    2018/11/30 by Vincent Francois-Lavet, Vincent François-Lavet, Peter Henderson +4 · 1 voice · 21 citations
    Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Smart Grid Energy Management #cs.AI #cs.LG #stat.ML
  4. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
    2016/03/25 by Chia-Wei Liu, Chia‐Wei Liu, Liu, Chia-Wei +13 · 137 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE
  5. Conditional Computation in Neural Networks for faster models
    2015/11/19 by Emmanuel Bengio, Pierre-Luc Bacon, Pierre‐Luc Bacon +7 · 60 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #cs.LG
  6. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little
    2021/04/14 by Koustuv Sinha, Robin Jia, Sinha, Koustuv +10 · 1 voice · 14 citations
    Computer Science · #cs.CL #cs.LG
  7. An Actor-Critic Algorithm for Sequence Prediction
    2016/07/24 by Dzmitry Bahdanau, Philemon Brakel, Philémon Brakel +15 · 56 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.LG
  8. On the Societal Impact of Open Foundation Models
    2024/02/27 by Sayash Kapoor, Rishi Bommasani, Kapoor, Sayash +49 · 1 voice · 22 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CY #cs.LG
  9. Language GANs Falling Short
    2018/11/06 by Massimo Caccia, Lucas Caccia, William Fedus +3 · 1 voice · 6 citations
    Computer Science · #cs.CL #cs.LG
  10. A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
    2018/06/20 by Amy Zhang, Nicolas Ballas, Zhang, Amy +4 · 37 citations
    Computer Science · Mathematics · #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #Software Engineering Research #cs.AI #cs.LG #stat.ML
  11. Proceedings of the 29th International Conference on Machine Learning (ICML-12)
    2012/07/19 by John Langford, Joelle Pineau, Joëlle Pineau +2 · 16 citations
    Computer Science · Mathematics · #Natural Language Processing Techniques #cs.LG #stat.ML
  12. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
    2015/07/17 by Iulian V. Serban, Alessandro Sordoni, Serban, Iulian V. +7 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.5.1 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.CL #cs.LG #cs.NE
  13. A Deep Reinforcement Learning Chatbot (Short Version)
    2018/01/20 by Iulian V. Serban, Iulian Vlad Serban, Chinnadhurai Sankar +37 · 1 voice · 1 citation
    Computer Science · Decision Sciences · Mathematics · Psychology · #Advanced Bandit Algorithms Research #Artificial intelligence #Chatbot #Computer science #Data Stream Mining Techniques #Natural language processing #Psychology #Reinforcement #Reinforcement Learning in Robotics #Reinforcement learning #Social psychology #cs.AI #cs.CL #cs.LG #cs.NE #stat.ML
  14. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
    2015/06/29 by Ryan Lowe, Nissan Pow, Lowe, Ryan +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #ICT in Developing Communities #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE
  15. Natural Environment Benchmarks for Reinforcement Learning
    2018/11/14 by Amy Zhang, Zhang, Amy, Yuxin Wu +4 · 1 voice · 5 citations
    Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management #cs.AI #cs.LG #stat.ML
  16. A Survey of Available Corpora for Building Data-Driven Dialogue Systems
    2015/12/17 by Iulian Vlad Serban, Ryan Lowe, Serban, Iulian Vlad +8 · 10 citations
    Computer Science · Mathematics · #68T01 #68T05 #68T35 #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.1 #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #acm:68T01 #acm:68T05 #acm:68T35 #acm:68T50 #cs.AI #cs.CL #cs.HC #cs.LG #msc:68T01 #msc:68T05 #msc:68T35 #msc:68T50 #stat.ML
  17. Independently Controllable Features
    2017/03/22 by Emmanuel Bengio, Bengio, Emmanuel, Valentin Thomas +8 · 11 citations
    Computer Science · #Neural Networks and Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #cs.LG
  18. Ethical Challenges in Data-Driven Dialogue Systems
    2017/11/24 by Peter Henderson, Koustuv Sinha, Henderson, Peter +11 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  19. Model-Based Bayesian Reinforcement Learning in Large Structured Domains
    2012/06/13 by Stéphane Ross, Stephane Ross, Ross, Stephane +3 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Reinforcement Learning in Robotics #cs.AI
  20. End-to-End Text Recognition with Hybrid HMM Maxout Models
    2013/10/07 by Ouais Alsharif, Joëlle Pineau, Alsharif, Ouais +2 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Speech Recognition and Synthesis #cs.CV
  21. PAC-Bayesian Policy Evaluation for Reinforcement Learning
    2012/02/14 by Mahdi Milani Fard, Mahdi MIlani Fard, Joelle Pineau +6 · 4 citations
    Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Reinforcement Learning in Robotics #cs.LG #stat.ML
  22. A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
    2016/05/19 by Iulian Vlad Serban, Serban, Iulian Vlad, Alessandro Sordoni +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.5.1 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.CL #cs.LG #cs.NE
  23. Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses
    2017/08/23 by Ryan Lowe, Michael Noseworthy, Iulian V. Serban +3 · 1 voice · 1 citation
    Computer Science · #cs.AI #cs.CL #cs.LG
  24. Decoupling Dynamics and Reward for Transfer Learning
    2018/04/27 by Amy Zhang, Zhang, Amy, Harsh Satija +4 · 5 citations
    Computer Science · Decision Sciences · Mathematics · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
  25. The importance of transparency and reproducibility in artificial intelligence research
    2020/02/28 by Benjamin Haibe-Kains, George Alexandru Adam, Ahmed Hosny +17 · 1 voice · 1 citation
    Mathematics · #stat.AP
  26. Disentangling the independently controllable factors of variation by interacting with the world
    2018/02/26 by Valentin Thomas, Thomas, Valentin, Emmanuel Bengio +15 · 3 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  27. Practical Kernel-Based Reinforcement Learning
    2014/07/21 by André M. S. Barreto, Barreto, André M. S., Doina Precup +4 · 3 citations
    Computer Science · Mathematics · #49L20 (Secondary) #68T05 (Primary) #90C40 #93E20 #93E35 #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #G.3 #I.2.6 #I.2.8 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #acm:49L20 #acm:68T05 #acm:90C40 #acm:93E20 #acm:93E35 #cs.AI #cs.LG #msc:49L20 #msc:68T05 #msc:90C40 #msc:93E20 #msc:93E35 #stat.ML
  28. Online Ensemble Learning for Imbalanced Data Streams
    2013/10/30 by Boyu Wang, Joëlle Pineau, Wang, Boyu +2 · 2 citations
    Computer Science · Health Professions · Mathematics · #Artificial Intelligence in Healthcare #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  29. OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning
    2017/09/19 by Peter Henderson, Wei-Di Chang, Henderson, Peter +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling #Reinforcement Learning in Robotics #cs.LG
  30. Learning Robust Features using Deep Learning for Automatic Seizure Detection
    2016/07/31 by Pierre Thodoroff, Thodoroff, Pierre, Joelle Pineau +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
  31. MACA: A Modular Architecture for Conversational Agents
    2017/05/01 by Hoai Phuoc Truong, Truong, Hoai Phuoc, Prasanna Parthasarathi +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.AI #cs.SE
  32. Streaming kernel regression with provably adaptive mean, variance, and regularization
    2017/08/02 by Audrey Durand, Durand, Audrey, Odalric-Ambrym Maillard +3 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  33. Bayesian Reinforcement Learning: A Survey
    2015/11/26 by Mohammad Ghavamzadeh, Mohammed Ghavamzadeh, Shie Mannor +3 · 1 voice
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
  34. Generative Deep Neural Networks for Dialogue: A Short Review
    2016/11/18 by Iulian Vlad Serban, Ryan Lowe, Serban, Iulian Vlad +6 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.5.1 #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.NE
  35. ACtuAL: Actor-Critic Under Adversarial Learning
    2017/11/13 by Anirudh Goyal, Goyal, Anirudh, Nan Rosemary Ke +12 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #cs.LG #stat.ML