Lisa Kempf
Biographic Data
| ID | 10123244 |
|---|---|
| NAME | Lisa Kempf |
| GIVEN NAMES | Lisa |
| FAMILY NAME | Kempf |
| SIGNATURE | KEMPF L |
| AFFILIATIONS | Technische Universität Darmstadt |
| ORCID | 0009-0004-0950-5184 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Can I Trust You?—Handling Unreliable Human Action Advice in Interactive Reinforcement Learning
Interactive Reinforcement Learning (IntRL) with human advice has shown great potential for human-guided self-improvement of robots and can accelerate learning compared to traditional Reinforcement Learning. However, most existing approaches assume perfectly correct advice or partially incorrect advice is only accounted for by assessing trustworthiness of human advice equally across all states. This can lead to problems in practical scenarios, whe…
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Can I Trust You?—Handling Unreliable Human Action Advice in Interactive Reinforcement Learning
Interactive Reinforcement Learning (IntRL) with human advice has shown great potential for human-guided self-improvement of robots and can accelerate learning compared to traditional Reinforcement Learning. However, most existing approaches assume perfectly correct advice or partially incorrect advice is only accounted for by assessing trustworthiness of human advice equally across all states. This can lead to problems in practical scenarios, whe…
Artificial Intelligence (1 work) · Computer Science (1 work) · Embodied and Extended Cognition (1 work) · Psychology (1 work) · Reinforcement (1 work) · Reinforcement learning (1 work) · Reinforcement Learning in Robotics (1 work) · Social Psychology (1 work)