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Kristian Kersting — most-cited papers & profile · AI Agents
← authors
·
overview
Kristian Kersting
15
papers ·
205
citations ·
55
h-index
Technische Universität Darmstadt · German Research Centre for Artificial Intelligence · Hessian Center for Artificial Intelligence
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Most-cited papers
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
High-level Reasoning and Low-level Learning for Grasping: A Probabilistic Logic Pipeline
2014 · 6 citations
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
2025 · 1 citations
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
2025 · 1 citations
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs
2024 · 1 citations
SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems
2026
LIME: Making LLM Data More Efficient with Linguistic Metadata Embeddings
2025
Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information
2025
ActivationReasoning: Logical Reasoning in Latent Activation Spaces
2025
ART: Adaptive Relation Tuning for Generalized Relation Prediction
2025
Better Decisions through the Right Causal World Model
2025
Revision Transformers: Instructing Language Models to Change their Values
2022
T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
2024
LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Gaps
2024
Topics
Evaluation
cs.AI
cs.CL
Fine-Tuning
Safety & Alignment
Model Architecture
cs.MA
Model-Based RL
Efficiency
Training Techniques