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Katia Sycara — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Katia Sycara
20
papers ·
104
citations ·
65
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Better Interpretability in Deep Q-Networks
2018 · 67 citations
SCALAR: Learning and Composing Skills through LLM Guided Symbolic Planning and Deep RL Grounding
2026
Energy-Based Transfer for Reinforcement Learning
2025
B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning
2025
Top co-authors
Fiona Xie
· 1
Jasorsi Ghosh
· 1
Joseph Campbell
· 1
Raghuram Mandyam Annasamy
· 1
Renos Zabounidis
· 1
Simon Stepputtis
· 1
Tom Mitchell
· 1
Woojun Kim
· 1
Woojun Kim
· 1
Yuanzhi Li
· 1
Yue Wu
· 1
Yuzhe Lu
· 1
Topics
Meta-RL
Exploration
Value-Based
Model-Based RL
RLHF & Alignment
Game AI
Safe RL
Multi-Agent
Offline RL