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Amrit Singh Bedi
Assistant Professor, University of Central Florida
Joined
October 2019
Names
Amrit Singh Bedi
(Preferred)
,
Amrit Bedi
,
Amrit S. Bedi
Emails
****@gmail.com
(Confirmed)
,
****@umd.edu
(Confirmed)
,
****@ucf.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Assistant Professor
University of Central Florida
(ucf.edu)
2023
–
2030
Researcher
University of Maryland, College Park
(umd.edu)
2022
–
2024
Advisors, Relations & Conflicts
PhD Advisor
ketan rajawat
2013
–
2018
Expertise
AI Alignment
,
Language models
,
Reinforcement Learning
,
policy gradient algorithms
2013
–
2024
Publications
Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning
Xiyang Wu
,
Rohan Chandra
,
Tianrui Guan
,
Amrit Bedi
,
Dinesh Manocha
Published: 30 Aug 2023, Last Modified: 25 Oct 2023
CoRL 2023 Oral
Readers:
Everyone
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic
Brian M. Sadler
,
Wesley Suttle
,
Amrit Bedi
,
Bhrij Patel
,
Alec Koppel
,
Dinesh Manocha
27 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
STOCHASTIC BILEVEL PROJECTION-FREE OPTIMIZATION
Zeeshan Akhtar
,
Amrit Bedi
,
Ketan Rajawat
01 Nov 2022 (modified: 05 May 2023)
MLmDS 2023
Readers:
Everyone
Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning
Souradip Chakraborty
,
Amrit Bedi
,
Alec Koppel
,
Pratap Tokekar
,
Furong Huang
,
Dinesh Manocha
Published: 29 Nov 2022, Last Modified: 15 Feb 2026
SBM 2022 Poster
Readers:
Everyone
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
Marco Bornstein
,
Tahseen Rabbani
,
Evan Z Wang
,
Amrit Bedi
,
Furong Huang
Published: 21 Oct 2022, Last Modified: 05 May 2023
FL-NeurIPS 2022 Oral
Readers:
Everyone
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
Marco Bornstein
,
Tahseen Rabbani
,
Evan Z Wang
,
Amrit Bedi
,
Furong Huang
Published: 01 Feb 2023, Last Modified: 24 Feb 2023
ICLR 2023 poster
Readers:
Everyone
HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm
Kasun Weerakoon
,
Souradip Chakraborty
,
Nare Karapetyan
,
Adarsh Jagan Sathyamoorthy
,
Amrit Bedi
,
Dinesh Manocha
Published: 10 Sept 2022, Last Modified: 05 May 2023
CoRL 2022 Poster
Readers:
Everyone
Co-Authors
Adarsh Jagan Sathyamoorthy
Alec Koppel
Bhrij Patel
Brian M. Sadler
Dinesh Manocha
Evan Z Wang
Furong Huang
Kasun Weerakoon
Ketan Rajawat
Marco Bornstein
Nare Karapetyan
Pratap Tokekar
Rohan Chandra
Souradip Chakraborty
Tahseen Rabbani
Tianrui Guan
Wesley Suttle
Xiyang Wu
Zeeshan Akhtar