Search Results for author: Anmol Kabra

Found 2 papers, 2 papers with code

Domain Private Transformers for Multi-Domain Dialog Systems

1 code implementation23 May 2023 Anmol Kabra, Ethan R. Elenberg

Large, general purpose language models have demonstrated impressive performance across many different conversational domains.

domain classification Language Modelling

Exponential Family Model-Based Reinforcement Learning via Score Matching

1 code implementation28 Dec 2021 Gene Li, Junbo Li, Anmol Kabra, Nathan Srebro, Zhaoran Wang, Zhuoran Yang

We propose an optimistic model-based algorithm, dubbed SMRL, for finite-horizon episodic reinforcement learning (RL) when the transition model is specified by exponential family distributions with $d$ parameters and the reward is bounded and known.

Density Estimation Model-based Reinforcement Learning +3

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