Kushal Chawla
3 papers in the PaperMetrix corpus
Papers by this author
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Sequence learning using content and consumption patterns for user path prediction
2019
We introduce a novel model for future/next page prediction in online user journeys that uses a combination of doc2vec webpage representations with an LSTM-based neural network to mine patterns from users' online navigational paths combined …
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Exploring Early Prediction of Buyer-Seller Negotiation Outcomes
2020 · arXiv (Cornell University)
Agents that negotiate with humans find broad applications in pedagogy and conversational AI. Most efforts in human-agent negotiations rely on restrictive menu-driven interfaces for communication. To advance the research in language-based negotiation systems, we explore …
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Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions
2023 · arXiv (Cornell University)
A natural way to design a negotiation dialogue system is via self-play RL: train an agent that learns to maximize its performance by interacting with a simulated user that has been designed to imitate human-human …