Marc-Alexandre Côté
24 papers · 2016–2024 · 11 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(13)
🏆
Grand Slam
🤝
Dynamic Duo
(14)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
📈
Trend Setter
🗃️
Keyword Collector
(111)
❓
The Questioner
(2)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(17)
Core AI
(15)
Machine Learning
(10)
Deep Learning
(6)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Reinforcement Learning
(5)
Core Methods
(4)
Learning Paradigms
(4)
Methods
(4)
Architectures
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Applications · Natural Language Processing
(2)
Applications · Reinforcement Learning
(2)
Keywords
reinforcement learning
(7)
large language model
(5)
question answering
(3)
interactive learning
(3)
text-based environment
(3)
language understanding
(3)
text-based game
(3)
neural network
(2)
unsupervised learning
(2)
information seeking
(2)
agent system
(2)
instruction following
(2)
variational inference
(2)
graph neural network
(2)
language modeling
(2)
embodied agent
(2)
interactive environment
(2)
machine reading comprehension
(2)
deep reinforcement learning
(2)
text game
(2)
Papers
Can Language Models Serve as Text-Based World Simulators?
ACL 2024
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
NeurIPS 2024
Enhancing Agent Learning through World Dynamics Modeling
EMNLP 2024
Language-guided Skill Learning with Temporal Variational Inference
ICML 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following
ACL 2024
Policy Improvement using Language Feedback Models
NeurIPS 2024
Behavior Cloned Transformers are Neurosymbolic Reasoners
EACL 2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
EMNLP 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference
NeurIPS 2023
TextWorldExpress: Simulating Text Games at One Million Steps Per Second
EACL 2023
Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language
ICML 2022
Automatic Exploration of Textual Environments with Language-Conditioned Autotelic Agents
NAACL 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader?
EMNLP 2022
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
ICLR 2021
Graph Policy Network for Transferable Active Learning on Graphs
NeurIPS 2020
Interactive Fiction Games: A Colossal Adventure
AAAI 2020
Interactive Machine Comprehension with Information Seeking Agents
ACL 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games
NeurIPS 2020
Interactive Language Learning by Question Answering
EMNLP 2019
Unsupervised State Representation Learning in Atari
NeurIPS 2019
Lessons Learned in Multilingual Grounded Language Learning
CoNLL 2018
Revisiting the Hierarchical Multiscale LSTM
COLING 2018
Z-Forcing: Training Stochastic Recurrent Networks
NeurIPS 2017
Neural Autoregressive Distribution Estimation
JMLR 2016