Alexander Trott
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Cross-Pollinator (13)
๐
Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
information theory
(1)
unsupervised learning
(1)
reinforcement learning
(1)
attention mechanism
(1)
skill discovery
(1)
sparse reward
(1)
reward shaping
(1)
state space coverage
(1)
masked language modeling
(1)
transformer encoder
(1)
model-free learning
(1)
auxiliary reward
(1)
option discovery
(1)
gated linear unit
(1)
pretraining efficiency
(1)
intrinsic curiosity
(1)
Papers
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining
NIPS 2023
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills
ICML 2020
Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
NIPS 2019
Competitive experience replay
ICLR 2019
Interpretable Counting for Visual Question Answering
ICLR 2018