Daniel Marta

Institute for Futures Studies, KTH Royal Institute of Technology

Papers

7

Total Citations

70

H-Index

5

About

No biography available yet.

Research Focus

Computer science7 · 70 citations
Artificial intelligence7 · 70 citations
Reinforcement learning5 · 64 citations
Machine learning5 · 47 citations
Human–computer interaction4 · 34 citations
Benchmark (surveying)2 · 33 citations
Preference3 · 26 citations
Engineering3 · 21 citations
Reinforcement2 · 21 citations
Parameterized complexity1 · 20 citations
Adversarial system1 · 20 citations
Algorithm1 · 20 citations

Key Achievements

5
H-Index
7
Papers
70
Total Citations
10
Avg Citations/Paper
🏆 Most Cited Paper
Human-Feedback Shield Synthesis for Perceived Safety in Deep Reinforcement Learning
20 citations · 2021
📈 Most Prolific Year: 2024 (4 Papers)
🤝 Key Collaborators: 7
🏛 Institutions: Institute for Futures Studies, KTH Royal Institute of Technology

Top Papers

  1. 1
    Human-Feedback Shield Synthesis for Perceived Safety in Deep Reinforcement Learning
    20 citations · 2021
  2. 2
    Aligning Human Preferences with Baseline Objectives in Reinforcement Learning
    13 citations · 2023
  3. 3
    VARIQuery: VAE Segment-Based Active Learning for Query Selection in Preference-Based Reinforcement Learning
    13 citations · 2023
  4. 4
    PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning
    10 citations · 2024
  5. 5
    POLITE: Preferences Combined with Highlights in Reinforcement Learning
    8 citations · 2024
  6. 6
    Shielding for Socially Appropriate Robot Listening Behaviors
    3 citations · 2024
  7. 7
    SEQUEL: Semi-Supervised Preference-based RL with Query Synthesis via Latent Interpolation
    3 citations · 2024

Key Collaborators

ILIolanda Leite7 shared papersSHSimon Holk5 shared papersCPChristian Pek4 shared papersJTJana Tůmová3 shared papersSGSarah Gillet1 shared papersMAMohammed Akif1 shared papersGIGaspar I. Melsion1 shared papers
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