Mehdi Fatemi
11 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze
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Keyword Champion
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Triple Crown
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Topic Evolution
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Trend Setter
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Reinforcement Learning
(6)
Methods
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Applications Β· Reinforcement Learning
(2)
Generation
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Architectures
(1)
Keywords
reinforcement learning
(5)
value function
(4)
policy optimization
(2)
reward decomposition
(2)
large language model
(2)
dead-end state
(2)
causal reasoning
(1)
discount factor
(1)
ensemble learning
(1)
diffusion process
(1)
sparse reward
(1)
markov decision process
(1)
hypergraphs
(1)
stochastic process
(1)
language model
(1)
argument mining
(1)
deep neural network
(1)
successor feature
(1)
value estimation
(1)
sequential decision making
(1)
Papers
A Dynamical View of the Question of Why
ICLR 2024
OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
NeurIPS 2024
Successor Features for Efficient Multi-Subject Controlled Text Generation
ICML 2024
Systematic Rectification of Language Models via Dead-end Analysis
ICLR 2023
Orchestrated Value Mapping for Reinforcement Learning
ICLR 2022
Learning to Represent Action Values as a Hypergraph on the Action Vertices
ICLR 2021
Medical Dead-ends and Learning to Identify High-Risk States and Treatments
NeurIPS 2021
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
ICML 2021
Dead-ends and Secure Exploration in Reinforcement Learning
ICML 2019
Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning
NeurIPS 2019
Hybrid Reward Architecture for Reinforcement Learning
NeurIPS 2017