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Saravan Rajmohan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Saravan Rajmohan
54
papers ·
34
citations ·
8
h-index
Microsoft (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning
2022 · 2 citations
Conservative State Value Estimation for Offline Reinforcement Learning
2023 · 2 citations
Self-Evolved Reward Learning for LLMs
2024 · 1 citations
GUI-360$^i̧rc$: A Comprehensive Dataset and Benchmark for Computer-Using Agents
2025
Text2Grad: Reinforcement Learning from Natural Language Feedback
2025
Pretrain Value, Not Reward: Decoupled Value Policy Optimization
2025
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
2025
An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing
2024
Top co-authors
Qingwei Lin
· 8
Dongmei Zhang
· 7
Lu Wang
· 7
Fangkai Yang
· 5
Si Qin
· 4
Bo Qiao
· 3
Chaoyun Zhang
· 3
Qi Zhang
· 3
Chenghua Huang
· 2
Pu Zhao
· 2
Bo Jin
· 1
Chiming Ni
· 1
Topics
Value-Based
RLHF & Alignment
Offline RL
Model-Based RL
Policy Gradient
Safe RL
cs.AI
Exploration
Multi-Agent
Meta-RL