Matthew Hausknecht
14 papers · 2015–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π Interdisciplinary Bridge π Conference Polyglot (9) π§ Keyword Pioneer π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
π
Interdisciplinary Bridge
π
Grand Slam
π
Conference Pioneer
β‘
Prolific Year
(5)
π
Trend Setter
ποΈ
Keyword Collector
(65)
π
Century Club
(14)
Conferences
ICLR (3)
NIPS (3)
ICML (2)
AAAI (1)
AUTOML (1)
CVPR (1)
EMNLP (1)
IJCAI (1)
NAACL (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(5)
language understanding
(2)
game ai
(2)
text-based game
(2)
knowledge transfer
(1)
sequential decision-making
(1)
offline reinforcement learning
(1)
sequential decision making
(1)
few-shot learning
(1)
video classification
(1)
game artificial intelligence
(1)
policy learning
(1)
working memory
(1)
program synthesis
(1)
arcade learning environment
(1)
evaluation methodology
(1)
general agents
(1)
transfer learning
(1)
behavior cloning
(1)
sample efficiency
(1)
Papers
syftr: Pareto-Optimal Generative AI
AUTOML 2025
Uni[MASK]: Unified Inference in Sequential Decision Problems
NIPS 2022
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control
NIPS 2022
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
ICLR 2021
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents
NAACL 2021
Working Memory Graphs
ICML 2020
Keep CALM and Explore: Language Models for Action Generation in Text-based Games
EMNLP 2020
Learning Calibratable Policies using Programmatic Style-Consistency
ICML 2020
Graph Constrained Reinforcement Learning for Natural Language Action Spaces
ICLR 2020
Interactive Fiction Games: A Colossal Adventure
AAAI 2020
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis
ICLR 2018
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents (Extended Abstract)
IJCAI 2018
Neural Program Meta-Induction
NIPS 2017
Beyond Short Snippets: Deep Networks for Video Classification
CVPR 2015