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Dhruv Batra — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dhruv Batra
76
papers ·
5137
citations ·
61
h-index
Georgia Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
2017 · 314 citations
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames
2019 · 36 citations
TarMAC: Targeted Multi-Agent Communication
2018 · 26 citations
Habitat 2.0: Training Home Assistants to Rearrange their Habitat
2021 · 25 citations
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future
2019 · 17 citations
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement
2022 · 6 citations
Large Batch Simulation for Deep Reinforcement Learning
2021 · 3 citations
Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale
2022 · 2 citations
PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav
2023 · 2 citations
Analyzing Visual Representations in Embodied Navigation Tasks
2020 · 1 citations
BC-IRL: Learning Generalizable Reward Functions from Demonstrations
2023 · 1 citations
Exploiting Generalization in Offline Reinforcement Learning via Unseen State Augmentations
2023 · 1 citations
Success Weighted by Completion Time: A Dynamics-Aware Evaluation Criteria for Embodied Navigation
2021
Model-Advantage and Value-Aware Models for Model-Based Reinforcement Learning: Bridging the Gap in Theory and Practice
2021
Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge
2021
Top co-authors
Erik Wijmans
· 6
Abhishek Das
· 4
Andrew Szot
· 4
Devi Parikh
· 3
Eric Undersander
· 3
Irfan Essa
· 3
Manolis Savva
· 3
Ram Ramrakhya
· 3
Zsolt Kira
· 3
Aaron Gokaslan
· 2
Ari Morcos
· 2
Ashwin Kalyan
· 2
Topics
Model-Based RL
Policy Gradient
Exploration
Value-Based
Safe RL
Meta-RL
Multi-Agent
Game AI
Offline RL
cs.GR