Ashutosh Trivedi
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (29) π Renaissance Researcher (9) π Interdisciplinary Bridge π Conference Polyglot (5) π§ Keyword Pioneer
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Cross-Pollinator
(6)
ποΈ
Keyword Collector
(55)
Conferences
AAAI (5)
ACL (1)
EMNLP (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(4)
formal verification
(3)
large language model
(2)
markov decision process
(2)
natural language generation
(1)
text generation
(1)
puzzle solving
(1)
formal methods
(1)
in-context learning
(1)
explanation generation
(1)
recursive neural network
(1)
dynamic programming
(1)
optimal policy
(1)
discounted reward
(1)
dynamical system
(1)
pac learning
(1)
human-ai collaboration
(1)
markov game
(1)
reward shaping
(1)
model-based learning
(1)
Papers
Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku
ACL 2025
Continuous-Time Reward Machines
IJCAI 2025
Assume-Guarantee Reinforcement Learning
AAAI 2024
A PAC Learning Algorithm for LTL and Omega-Regular Objectives in MDPs
AAAI 2024
Neural Closure Certificates
AAAI 2024
Omega-Regular Decision Processes
AAAI 2024
On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software
EMNLP 2023
Correct-by-Construction Reinforcement Learning of Cardiac Pacemakers from Duration Calculus Requirements
AAAI 2023
Recursive Reinforcement Learning
NIPS 2022