Michael Neunert
13 papers · 2017–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (7)
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Cross-Pollinator
(7)
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Interdisciplinary Bridge
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(5)
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Dynamic Duo
(12)
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Mega-Team
(21)
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(11)
🗃️
Keyword Collector
(65)
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Century Club
(13)
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Unstoppable
(5)
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Trend Setter
Conferences
CORL (5)
ICML (3)
RSS (3)
ICLR (1)
L4DC (1)
Top co-authors
Keywords
reinforcement learning
(4)
off-policy learning
(3)
multi-task learning
(3)
robot manipulation
(3)
policy optimization
(3)
transfer learning
(2)
offline reinforcement learning
(2)
deep reinforcement learning
(2)
optimal control
(2)
hierarchical reinforcement learning
(1)
compositional learning
(1)
distributional reinforcement learning
(1)
robotic manipulation
(1)
policy learning
(1)
robot control
(1)
preference learning
(1)
model-based reinforcement learning
(1)
constraint satisfaction
(1)
continuous control
(1)
trajectory optimization
(1)
Papers
Real-world fluid directed rigid body control via deep reinforcement learning
L4DC 2024
Data-efficient Hindsight Off-policy Option Learning
ICML 2021
A Constrained Multi-Objective Reinforcement Learning Framework
CORL 2021
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes
CORL 2021
A distributional view on multi-objective policy optimization
ICML 2020
Keep Doing What Worked: Behavior Modelling Priors for Offline Reinforcement Learning
ICLR 2020
Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion
CORL 2020
Compositional Transfer in Hierarchical Reinforcement Learning
RSS 2020
Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models
CORL 2019
Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics
CORL 2019
Simultaneously Learning Vision and Feature-Based Control Policies for Real-World Ball-In-A-Cup
RSS 2019
Learning by Playing Solving Sparse Reward Tasks from Scratch
ICML 2018
Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion
RSS 2017