Martin Klissarov
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (12) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Grand Slam
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Topic Evolution
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(4)
large language model
(3)
interest function
(2)
hierarchical reinforcement learning
(2)
temporal abstraction
(2)
option discovery
(2)
artificial intelligence feedback
(2)
option critic
(2)
agent system
(2)
probabilistic inference
(1)
reward function
(1)
skill discovery
(1)
eigenfunction approximation
(1)
policy gradient
(1)
reward modeling
(1)
message passing
(1)
intrinsic reward
(1)
transfer learning
(1)
reward shaping
(1)
state importance
(1)
Papers
MaestroMotif: Skill Design from Artificial Intelligence Feedback
ICLR 2025
On the Modeling Capabilities of Large Language Models for Sequential Decision Making
ICLR 2025
Code as Reward: Empowering Reinforcement Learning with VLMs
ICML 2024
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
ICLR 2024
Deep Laplacian-based Options for Temporally-Extended Exploration
ICML 2023
Adaptive Interest for Emphatic Reinforcement Learning
NeurIPS 2022
Flexible Option Learning
NeurIPS 2021
Options of Interest: Temporal Abstraction with Interest Functions
AAAI 2020
Reward Propagation Using Graph Convolutional Networks
NeurIPS 2020