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Katia Sycara — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Katia Sycara
25
papers ·
202
citations ·
65
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Object-sensitive Deep Reinforcement Learning
2018 · 107 citations
Emergent Discrete Communication in Semantic Spaces
2021 · 7 citations
Theory of Mind as Intrinsic Motivation for Multi-Agent Reinforcement Learning
2023 · 7 citations
Challenges of Context and Time in Reinforcement Learning: Introducing Space Fortress as a Benchmark
2018 · 5 citations
MAME : Model-Agnostic Meta-Exploration
2019 · 3 citations
Explainable Action Advising for Multi-Agent Reinforcement Learning
2022 · 3 citations
Better Safe than Sorry: Evidence Accumulation Allows for Safe Reinforcement Learning
2018 · 2 citations
Learning Complex Multi-Agent Policies in Presence of an Adversary
2020 · 2 citations
Interpretable Learned Emergent Communication for Human-Agent Teams
2022 · 2 citations
Concept Learning for Interpretable Multi-Agent Reinforcement Learning
2023 · 2 citations
Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning
2025 · 1 citations
ARC - Actor Residual Critic for Adversarial Imitation Learning
2022 · 1 citations
Optimal Task Assignment and Path Planning using Conflict-Based Search with Precedence and Temporal Constraints
2024 · 1 citations
Multi-Agent Transfer Learning via Temporal Contrastive Learning
2024 · 1 citations
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models
2024 · 1 citations
Top co-authors
Joseph Campbell
· 7
Simon Stepputtis
· 7
Akshat Agarwal
· 3
Michael Lewis
· 3
Behdad Chalaki
· 2
Dana Hughes
· 2
Ehsan Moradi Pari
· 2
Huao Li
· 2
Muhan Lin
· 2
Mycal Tucker
· 2
Seth Karten
· 2
Shuyang Shi
· 2
Topics
Multi-Agent
Game AI
Exploration
RLHF & Alignment
Value-Based
Meta-RL
Safe RL
Model-Based RL
Policy Gradient