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Rahul Jain — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rahul Jain
14
papers ·
56
citations ·
30
h-index
Cisco Systems (United States)
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Most-cited papers
A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints
2020 · 12 citations
Learning Infinite-Horizon Average-Reward Markov Decision Processes with Constraints
2022 · 3 citations
Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications
2021
Safe Posterior Sampling for Constrained MDPs with Bounded Constraint Violation
2023
ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints
2023
Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale
2023
Optimal Control of Logically Constrained Partially Observable and Multi-Agent Markov Decision Processes
2023
Posterior Sampling-based Online Learning for Episodic POMDPs
2023
e-COP : Episodic Constrained Optimization of Policies
2024
Top co-authors
Pierluigi Nuzzo
· 5
Krishna C. Kalagarla
· 3
Ashutosh Nayyar
· 2
Dengwang Tang
· 2
Haipeng Luo
· 2
Akhil Agnihotri
· 1
Akhil Agnihotri
· 1
Botao Hao
· 1
Deepak Ramachandran
· 1
Dhruva Kartik
· 1
Dong‐Ming Shen
· 1
Dongze Ye
· 1
Topics
Safe RL
Model-Based RL
Policy Gradient
Value-Based
Multi-Agent
Exploration
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RLHF & Alignment