Gaurav R. Ghosal

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Policy Gradient

Salient Features

Learning Process

Inductive Inference

Top Venues

Publications

Evan Ellis, Gaurav R. Ghosal, Stuart J. Russell, Anca D. Dragan, Erdem Biyik
A Generalized Acquisition Function for Preference-based Reward Learning. CoRR (2024)
Gaurav R. Ghosal, Tatsunori Hashimoto, Aditi Raghunathan
Understanding Finetuning for Factual Knowledge Extraction. CoRR (2024)
Evan Ellis, Gaurav R. Ghosal, Stuart J. Russell, Anca D. Dragan, Erdem Biyik
A Generalized Acquisition Function for Preference-based Reward Learning. ICRA (2024)
Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown, Anca D. Dragan
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types. AAAI (2023)
Gaurav R. Ghosal, Amrith Setlur, Daniel S. Brown, Anca D. Dragan, Aditi Raghunathan
Contextual Reliability: When Different Features Matter in Different Contexts. CoRR (2023)
Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown, Anca D. Dragan
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types. CoRR (2022)
Gaurav R. Ghosal, Reza Abbasi-Asl
Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification. CoRR (2021)
Gaurav R. Ghosal, Dipak Ghosal, Alex Sim, Aditya V. Thakur, Kesheng Wu
A Deep Deterministic Policy Gradient Based Network Scheduler For Deadline-Driven Data Transfers. Networking (2020)