Awesome Multimodal
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Rahul Jain — most-cited papers & profile · Multimodal
← authors
·
overview
Rahul Jain
34
papers ·
116
citations ·
30
h-index
Cisco Systems (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach
2017 · 52 citations
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes
2019 · 19 citations
A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints
2020 · 12 citations
Online Learning for Unknown Partially Observable MDPs
2021 · 7 citations
Online Learning for Stochastic Shortest Path Model via Posterior Sampling
2021 · 6 citations
Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation
2020 · 5 citations
Learning Neuro-symbolic Programs for Language Guided Robot Manipulation
2022 · 4 citations
Synthesis Of Discounted-reward Optimal Policies For Markov Decision Processes Under Linear Temporal Logic Specifications
2020 · 3 citations
A Model-free Learning Algorithm for Infinite-horizon Average-reward MDPs with Near-optimal Regret
2020 · 3 citations
Learning Infinite-Horizon Average-Reward Markov Decision Processes with Constraints
2022 · 3 citations
Designing Interpretable Approximations to Deep Reinforcement Learning
2020 · 1 citations
A Novel Point-based Algorithm for Multi-agent Control Using the Common Information Approach
2023 · 1 citations
Exploring Vision-Language Models for Open-Vocabulary Zero-Shot Action Segmentation
2026
Balance Equation-based Distributionally Robust Offline Imitation Learning
2025
RANDPOL: Parameter-Efficient End-to-End Quadruped Locomotion via Randomized Policy Learning
2025
Topics
Model-Based RL
Exploration
Safe RL
Policy Gradient
Control
Offline RL
Value-Based
Multi-Agent
RLHF & Alignment
Navigation