Martin Tappler
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(11)
🗺️
Taxonomy Completionist
(11)
Conferences
IJCAI (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
policy testing
(2)
deep reinforcement learning
(2)
policy evaluation
(1)
unsupervised clustering
(1)
formal verification
(1)
importance sampling
(1)
domain knowledge
(1)
recurrent neural network
(1)
semantic clustering
(1)
importance-driven testing
(1)
safety verification
(1)
state importance
(1)
symbolic representation
(1)
fuzz testing
(1)
rule mining
(1)
hidden state vector
(1)
search-based testing
(1)
boundary state
(1)
safety testing
(1)
metamorphic relation
(1)
Papers
Rule-Guided Reinforcement Learning Policy Evaluation and Improvement
IJCAI 2025
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
NIPS 2024
On the Relationship Between RNN Hidden-State Vectors and Semantic Structures
ACL 2024
Search-Based Testing of Reinforcement Learning
IJCAI 2022