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
Ram Ramrakhya — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ram Ramrakhya
15
papers ·
53
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale
2022 · 2 citations
PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav
2023 · 2 citations
Grounding Multimodal LLMs to Embodied Agents that Ask for Help with Reinforcement Learning
2025
ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI
2024
Top co-authors
Dhruv Batra
· 3
Abhishek Das
· 2
Zsolt Kira
· 2
Ahmad Elawady
· 1
Andrew Szot
· 1
Eric Undersander
· 1
Erik Wijmans
· 1
Gunjan Chhablani
· 1
Karmesh Yadav
· 1
Matthew Chang
· 1
Roozbeh Mottaghi
· 1
Ruta Desai
· 1
Topics
Policy Gradient
Model-Based RL
RLHF & Alignment
Exploration
Meta-RL
Multi-Agent
Safe RL
Value-Based