Mudit Verma
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🏆 Grand Slam
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
neuro-symbolic approach
(2)
sample efficiency
(1)
feature learning
(1)
interactive learning
(1)
symbolic reasoning
(1)
sequential decision making
(1)
data augmentation
(1)
knowledge representation
(1)
explainable ai
(1)
feature importance
(1)
reward learning
(1)
human feedback
(1)
world model
(1)
preference-based reinforcement learning
(1)
credit assignment
(1)
ai agent
(1)
human-ai interaction
(1)
symbolic representation
(1)
explainable artificial intelligence
(1)
user study
(1)
Papers
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
ICML 2025
Hindsight PRIORs for Reward Learning from Human Preferences
ICLR 2024
Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks
ICML 2024
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
ICLR 2022
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems
AAAI 2022
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
NeurIPS 2021