Martin Klissarov
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (4) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(6)
Conferences
ICLR (3)
NIPS (3)
ICML (2)
AAAI (1)
Top co-authors
Keywords
hierarchical reinforcement learning
(2)
option critic
(2)
option discovery
(2)
interest function
(2)
temporal abstraction
(2)
probabilistic inference
(1)
message passing
(1)
skill discovery
(1)
eigenfunction approximation
(1)
state importance
(1)
reward shaping
(1)
graph convolutional network
(1)
potential function
(1)
online exploration
(1)
gradient-based learning
(1)
laplacian-based option
(1)
temporally-extended exploration
(1)
initiation set
(1)
options framework
(1)
laplacian eigenfunction
(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
NIPS 2022
Flexible Option Learning
NIPS 2021
Reward Propagation Using Graph Convolutional Networks
NIPS 2020
Options of Interest: Temporal Abstraction with Interest Functions
AAAI 2020