Daniel Marta

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Random Selection

Function Approximation

Reinforcement Learning

Individual Preferences

Top Venues

IEEE Robotics Autom. Lett.

Publications

Daniel Marta, Simon Holk, Christian Pek, Iolanda Leite
SEQUEL: Semi-Supervised Preference-based RL with Query Synthesis via Latent Interpolation. ICRA (2024)
Simon Holk, Daniel Marta, Iolanda Leite
PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning. HRI (2024)
Simon Holk, Daniel Marta, Iolanda Leite
PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning. CoRR (2024)
Simon Holk, Daniel Marta, Iolanda Leite
POLITE: Preferences Combined with Highlights in Reinforcement Learning. ICRA (2024)
Daniel Marta, Simon Holk, Christian Pek, Jana Tumova, Iolanda Leite
VARIQuery: VAE Segment-Based Active Learning for Query Selection in Preference-Based Reinforcement Learning. IROS (2023)
Daniel Marta, Simon Holk, Christian Pek, Jana Tumova, Iolanda Leite
Aligning Human Preferences with Baseline Objectives in Reinforcement Learning. ICRA (2023)
Daniel Marta, Christian Pek, Gaspar Isaac Melsión, Jana Tumova, Iolanda Leite
Human-Feedback Shield Synthesis for Perceived Safety in Deep Reinforcement Learning. IEEE Robotics Autom. Lett. 7 (1) (2022)