Marc-Alexandre Côté
25 papers · 2016–2024 · 12 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (12) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
🐝
Cross-Pollinator
(11)
🌈
Renaissance Researcher
(6)
🗺️
Taxonomy Completionist
(38)
🧬
Topic Evolution
🤝
Dynamic Duo
(15)
🏆
Keyword Champion
(2)
🔬
Deep Specialist
(12)
🏆
Grand Slam
⚡
Prolific Year
(6)
🗃️
Keyword Collector
(103)
📈
Trend Setter
🔥
Unstoppable
(9)
💎
Century Club
(25)
❓
The Questioner
(2)
Conferences
NIPS (7)
EMNLP (4)
ACL (3)
EACL (2)
ICML (2)
AAAI (1)
COLING (1)
CONLL (1)
ICLR (1)
IJCNLP (1)
JMLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(7)
question answering
(4)
text-based environment
(4)
large language model
(4)
interactive learning
(3)
text-based game
(3)
machine reading comprehension
(3)
deep reinforcement learning
(3)
variational inference
(2)
graph neural network
(2)
text game
(2)
unsupervised learning
(2)
agent system
(2)
neural network
(2)
interactive environment
(2)
instruction following
(2)
language understanding
(2)
language modeling
(2)
information seeking
(2)
speech recognition
(1)
Papers
Language-guided Skill Learning with Temporal Variational Inference
ICML 2024
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
NIPS 2024
Policy Improvement using Language Feedback Models
NIPS 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following
ACL 2024
Can Language Models Serve as Text-Based World Simulators?
ACL 2024
Enhancing Agent Learning through World Dynamics Modeling
EMNLP 2024
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
EMNLP 2023
Behavior Cloned Transformers are Neurosymbolic Reasoners
EACL 2023
TextWorldExpress: Simulating Text Games at One Million Steps Per Second
EACL 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference
NIPS 2023
ScienceWorld: Is your Agent Smarter than a 5th Grader?
EMNLP 2022
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
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
ICLR 2021
Learning Dynamic Belief Graphs to Generalize on Text-Based Games
NIPS 2020
Graph Policy Network for Transferable Active Learning on Graphs
NIPS 2020
Interactive Fiction Games: A Colossal Adventure
AAAI 2020
Interactive Machine Comprehension with Information Seeking Agents
ACL 2020
Interactive Language Learning by Question Answering
EMNLP 2019
Interactive Language Learning by Question Answering
IJCNLP 2019
Unsupervised State Representation Learning in Atari
NIPS 2019
Lessons Learned in Multilingual Grounded Language Learning
CONLL 2018
Revisiting the Hierarchical Multiscale LSTM
COLING 2018
Z-Forcing: Training Stochastic Recurrent Networks
NIPS 2017
Neural Autoregressive Distribution Estimation
JMLR 2016