Anton Bakhtin
12 papers · 2016–2023 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
ποΈ
Keyword Collector
(58)
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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The Questioner
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Keywords
multi-agent system
(3)
game theory
(3)
language model
(3)
imitation learning
(2)
search algorithm
(2)
text generation
(2)
energy-based model
(2)
regret minimization
(2)
reinforcement learning
(2)
factual knowledge
(1)
supervised learning
(1)
sample efficiency
(1)
model quantization
(1)
automatic speech recognition
(1)
question answering
(1)
prior knowledge
(1)
kl divergence
(1)
importance sampling
(1)
nash equilibrium
(1)
speech recognition
(1)
Papers
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
ICLR 2023
Modeling Strong and Human-Like Gameplay with KL-Regularized Search
ICML 2022
Self-Explaining Deviations for Coordination
NeurIPS 2022
Human-Level Performance in No-Press Diplomacy via Equilibrium Search
ICLR 2021
No-Press Diplomacy from Scratch
NeurIPS 2021
Residual Energy-Based Models for Text
JMLR 2021
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games
NeurIPS 2020
Residual Energy-Based Models for Text Generation
ICLR 2020
Language Models as Knowledge Bases?
EMNLP 2019
PHYRE: A New Benchmark for Physical Reasoning
NeurIPS 2019
Dictionary Augmented Sequence-to-Sequence Neural Network for Grapheme to Phoneme Prediction
Interspeech 2018
On the Efficient Representation and Execution of Deep Acoustic Models
Interspeech 2016