Alexander Trott
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Reinforcement Learning
(3)
Learning Types · Machine Learning
(3)
Methods
(3)
Deep Learning
(2)
Applications · Reinforcement Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Applications · Computer Vision
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
sparse reward
(2)
unsupervised learning
(1)
reinforcement learning
(1)
robotic manipulation
(1)
object detection
(1)
visual question answering
(1)
attention mechanism
(1)
visual grounding
(1)
skill discovery
(1)
reward shaping
(1)
state space coverage
(1)
experience replay
(1)
masked language modeling
(1)
transformer encoder
(1)
model-free learning
(1)
auxiliary reward
(1)
option discovery
(1)
goal-conditioned learning
(1)
gated linear unit
(1)
pretraining efficiency
(1)
Papers
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining
NeurIPS 2023
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills
ICML 2020
Competitive experience replay
ICLR 2019
Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
NeurIPS 2019
Interpretable Counting for Visual Question Answering
ICLR 2018