Siddharth Reddy
6 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(13)
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Trend Setter
Conferences
ICLR (2)
CORL (1)
ICML (1)
NIPS (1)
RSS (1)
Top co-authors
Keywords
unsupervised learning
(1)
deep reinforcement learning
(1)
reinforcement learning
(1)
reward modeling
(1)
preference learning
(1)
policy learning
(1)
human-in-the-loop learning
(1)
inverse reinforcement learning
(1)
mutual information
(1)
state estimation
(1)
trajectory optimization
(1)
robot control
(1)
reward function
(1)
value of information
(1)
reward learning
(1)
reward hacking
(1)
reward model
(1)
augmented reality
(1)
model-free learning
(1)
user model
(1)
Papers
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
NIPS 2022
X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback
ICLR 2021
Assisted Perception: Optimizing Observations to Communicate State
CORL 2020
SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards
ICLR 2020
Learning Human Objectives by Evaluating Hypothetical Behavior
ICML 2020
Shared Autonomy via Deep Reinforcement Learning
RSS 2018