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Ranjay Krishna — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ranjay Krishna
68
papers ·
327
citations ·
32
h-index
University of Washington · Allen Institute · Allen Institute for Artificial Intelligence · Seattle University
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Most-cited papers
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward
2022 · 6 citations
SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World
2023 · 2 citations
You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass
2026
When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On
2026
TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics
2026
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
2025
Spurious Rewards: Rethinking Training Signals in RLVR
2025
Top co-authors
Li Fei-Fei
· 2
Zixian Ma
· 2
Alvaro Herrasti
· 1
Angela Jin Yang
· 1
Aniruddha Kembhavi
· 1
Chi Wan
· 1
Cole Harrison
· 1
Dieter Fox
· 1
Dustin Schwenk
· 1
Eli VanderBilt
· 1
Hannaneh Hajishirzi
· 1
Hanyang Chen
· 1
Topics
cs.AI
cs.CV
cs.LG
RLHF & Alignment
Model-Based RL
Exploration
cs.RO
cs.CL
Policy Gradient
Multi-Agent