Murtaza Dalal
7 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
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Conference Pioneer
Conferences
NIPS (3)
ICLR (2)
CORL (1)
ICML (1)
Top co-authors
Keywords
self-supervised learning
(3)
representation learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
imitation learning
(1)
object detection
(1)
instance segmentation
(1)
embodied ai
(1)
visual reinforcement learning
(1)
robot learning
(1)
robot manipulation
(1)
unsupervised representation learning
(1)
continuous action space
(1)
skill learning
(1)
goal-conditioned policy
(1)
transformer policy
(1)
task and motion planning
(1)
image observation
(1)
self-supervised reinforcement learning
(1)
goal-reaching policy
(1)
Papers
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
ICLR 2024
Imitating Task and Motion Planning with Visuomotor Transformers
CORL 2023
Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives
NIPS 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency
NIPS 2021
Skew-Fit: State-Covering Self-Supervised Reinforcement Learning
ICML 2020
Visual Reinforcement Learning with Imagined Goals
NIPS 2018
Temporal Difference Models: Model-Free Deep RL for Model-Based Control
ICLR 2018