Tobias Gindele
4 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🌍 Conference Polyglot · Bronze
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Mega-Team · Squad
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Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI · Artificial Intelligence
(3)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
gradient-based optimization
(2)
transfer learning
(1)
incremental learning
(1)
visual explanation
(1)
inverse reinforcement learning
(1)
markov decision process
(1)
value iteration
(1)
reward function estimation
(1)
fine-grained recognition
(1)
convolutional neural network
(1)
tool use
(1)
fine-grained explanation
(1)
monte carlo approximation
(1)
reasoning task
(1)
gradient visualization
(1)
agent capability
(1)
large language model
(1)
dynamics estimation
(1)
agent capabilities
(1)
continuous pomdp
(1)
Papers
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
NAACL 2025
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
CVPR 2019
Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics
AISTATS 2016
Solving Continuous POMDPs: Value Iteration with Incremental Learning of an Efficient Space Representation
ICML 2013