Awesome AI Agents
📄
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
Peter Vamplew — most-cited papers & profile · AI Agents
← authors
·
overview
Peter Vamplew
5
papers ·
667
citations ·
26
h-index
Federation University · Sustainability Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Practical Guide to Multi-Objective Reinforcement Learning and Planning
2021 · 522 citations
A Multi-Objective Deep Reinforcement Learning Framework
2018 · 145 citations
ES-C51: Expected Sarsa Based C51 Distributional Reinforcement Learning Algorithm
2025
A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review
2020
Human Engagement Providing Evaluative and Informative Advice for Interactive Reinforcement Learning
2020
Topics
Exploration
Value-Based
Multi-Agent
RLHF & Alignment
Game AI
Meta-RL
Model-Based RL