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Aleksandra Faust — most-cited papers & profile · AI for Code
← authors
·
overview
Aleksandra Faust
44
papers ·
343
citations ·
23
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Lyapunov-based Safe Policy Optimization for Continuous Control
2019 · 154 citations
FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning
2018 · 22 citations
FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning
2018 · 22 citations
Evolving Rewards to Automate Reinforcement Learning
2019 · 22 citations
Learning to Seek: Autonomous Source Seeking with Deep Reinforcement Learning Onboard a Nano Drone Microcontroller
2019 · 20 citations
Evolving Reinforcement Learning Algorithms
2021 · 19 citations
SayTap: Language to Quadrupedal Locomotion
2023 · 11 citations
Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous
2020 · 9 citations
QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning
2019 · 7 citations
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
2023 · 6 citations
Training Language Models to Self-Correct via Reinforcement Learning
2024 · 6 citations
Adversarial Environment Generation for Learning to Navigate the Web
2021 · 5 citations
Environment Generation for Zero-Shot Compositional Reinforcement Learning
2022 · 5 citations
Learning Navigation Behaviors End-to-End with AutoRL
2018 · 4 citations
Learning Navigation Behaviors End-to-End with AutoRL
2018 · 4 citations
Topics
Meta-RL
Exploration
Model-Based RL
Value-Based
Safe RL
Control
Navigation
Policy Gradient
Multi-Agent
Offline RL