Siddharth Reddy
6 papers · 2018–2022 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π§ Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
imitation learning
(1)
policy learning
(1)
online learning
(1)
mutual information
(1)
preference learning
(1)
reward modeling
(1)
human-in-the-loop learning
(1)
inverse reinforcement learning
(1)
brain-computer interface
(1)
deep reinforcement learning
(1)
state estimation
(1)
trajectory optimization
(1)
robot control
(1)
reward function
(1)
off-policy learning
(1)
value of information
(1)
reward learning
(1)
actor-critic algorithm
(1)
unsupervised learning
(1)
Papers
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
NeurIPS 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
Learning Human Objectives by Evaluating Hypothetical Behavior
ICML 2020
SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards
ICLR 2020
Shared Autonomy via Deep Reinforcement Learning
RSS 2018