Awesome Reinforcement Learning
📄
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
Balaraman Ravindran — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Balaraman Ravindran
31
papers ·
301
citations ·
37
h-index
Data Management (Italy)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
EPOpt: Learning Robust Neural Network Policies Using Model Ensembles
2016 · 144 citations
Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning
2017 · 30 citations
Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains
2020 · 17 citations
Learning to Factor Policies and Action-Value Functions: Factored Action Space Representations for Deep Reinforcement learning
2017 · 16 citations
SEERL: Sample Efficient Ensemble Reinforcement Learning
2020 · 13 citations
Learning to Multi-Task by Active Sampling
2017 · 10 citations
Physics-Informed Model-Based Reinforcement Learning
2022 · 9 citations
Dynamic Frame skip Deep Q Network
2016 · 7 citations
Language Expansion In Text-Based Games
2018 · 7 citations
DiGrad: Multi-Task Reinforcement Learning with Shared Actions
2018 · 5 citations
Successor Options: An Option Discovery Framework for Reinforcement Learning
2019 · 5 citations
Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty
2020 · 4 citations
MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning
2023 · 3 citations
Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce
2023 · 3 citations
Exploration for Multi-task Reinforcement Learning with Deep Generative Models
2016 · 2 citations
Top co-authors
Hardik Meisheri
· 3
Harshad Khadilkar
· 3
Sahil Sharma
· 3
Anirban Santara
· 2
Aravind Srinivas
· 2
Bharat Kaul
· 2
Vinita Baniwal
· 2
Abhishek Naik
· 1
Abhishek Sarkar
· 1
Abhishek Verma
· 1
Adithya Ramesh
· 1
Akash Reddy
· 1
Topics
Model-Based RL
Game AI
Value-Based
Policy Gradient
Multi-Agent
Exploration
Meta-RL
Safe RL
Offline RL
RLHF & Alignment