Cameron Allen
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
NIPS (3)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
state representation
(2)
transformer architecture
(1)
reinforcement learning
(1)
sample efficiency
(1)
temporal difference learning
(1)
attention mechanism
(1)
markov decision process
(1)
value function
(1)
continuous control
(1)
partial observability
(1)
temporal difference
(1)
state representation learning
(1)
recurrent neural network
(1)
game ai
(1)
chess engine
(1)
policy network
(1)
value network
(1)
attention head
(1)
lambda discrepancy
(1)
recurrent value network
(1)
Papers
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
NIPS 2024
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
NIPS 2024
Optimistic Initialization for Exploration in Continuous Control
AAAI 2022
Learning Markov State Abstractions for Deep Reinforcement Learning
NIPS 2021
Efficient Black-Box Planning Using Macro-Actions with Focused Effects
IJCAI 2021