Arunkumar Byravan
9 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (10) π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(22)
Conferences
CORL (4)
ICLR (1)
ICML (1)
IJCAI (1)
L4DC (1)
RSS (1)
Top co-authors
Keywords
offline reinforcement learning
(2)
policy optimization
(1)
sim-to-real transfer
(1)
transfer learning
(1)
robot learning
(1)
reproducing kernel hilbert space
(1)
trajectory optimization
(1)
model-based reinforcement learning
(1)
robot manipulation
(1)
collision avoidance
(1)
fluid dynamics
(1)
model-free reinforcement learning
(1)
vision-based policy
(1)
bipedal locomotion
(1)
kernel methods
(1)
proprioceptive sensing
(1)
latent dynamics model
(1)
simulation-to-reality transfer
(1)
value gradient
(1)
functional gradient descent
(1)
Papers
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
ICML 2025
Real-world fluid directed rigid body control via deep reinforcement learning
L4DC 2024
Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning
CORL 2024
Evaluating Model-Based Planning and Planner Amortization for Continuous Control
ICLR 2022
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes
CORL 2021
Towards Real Robot Learning in the Wild: A Case Study in Bipedal Locomotion
CORL 2021
Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models
CORL 2019
Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces
RSS 2016
Graph-Based Inverse Optimal Control for Robot Manipulation
IJCAI 2015