Lerrel Pinto
46 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8)
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(43)
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Hot Topic Early Bird
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Conference Polyglot
(6)
π€
Dynamic Duo
(11)
π
Triple Crown
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Grand Slam
π±
Topic Pioneer
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Keyword Champion
(5)
π
Trend Setter
π
Century Club
(46)
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Prolific Year
(10)
ποΈ
Keyword Collector
(138)
π₯
Unstoppable
(9)
Conferences
ICLR (11)
CORL (9)
NIPS (9)
ICML (8)
RSS (8)
AAAI (1)
Top co-authors
Keywords
imitation learning
(9)
robot manipulation
(8)
reinforcement learning
(7)
behavior cloning
(5)
domain randomization
(4)
robotic manipulation
(4)
self-supervised learning
(4)
representation learning
(3)
visual representation
(3)
domain generalization
(3)
visual imitation
(2)
sim-to-real transfer
(2)
transformer architecture
(2)
inverse reinforcement learning
(2)
data augmentation
(2)
robot learning
(2)
deformable object manipulation
(2)
interactive learning
(1)
multi-task learning
(1)
adversarial learning
(1)
Papers
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
ICLR 2025
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
ICML 2025
RUKA: Rethinking the Design of Humanoid Hands with Learning
RSS 2025
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
ICLR 2025
Point Policy: Unifying Observations and Actions with Key Points for Robot Manipulation
CORL 2025
diff History for Neural Language Agents
ICML 2024
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
ICML 2024
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
NIPS 2024
BAKU: An Efficient Transformer for Multi-Task Policy Learning
NIPS 2024
Demonstrating OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics
RSS 2024
Behavior Generation with Latent Actions
ICML 2024
OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulation
CORL 2024
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction
ICML 2024
Improving Long-Horizon Imitation through Instruction Prediction
AAAI 2023
NetHack is Hard to Hack
NIPS 2023
That Sounds Right: Auditory Self-Supervision for Dynamic Robot Manipulation
CORL 2023
Dexterity from Touch: Self-Supervised Pre-Training of Tactile Representations with Robotic Play
CORL 2023
Learning Simultaneous Navigation and Construction in Grid Worlds
ICLR 2023
From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data
ICLR 2023
Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations
RSS 2023
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory
RSS 2023
One After Another: Learning Incremental Skills for a Changing World
ICLR 2022
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
ICLR 2022
The Surprising Effectiveness of Representation Learning for Visual Imitation
RSS 2022
Behavior Transformers: Cloning $k$ modes with one stone
NIPS 2022
Watch and Match: Supercharging Imitation with Regularized Optimal Transport
CORL 2022
Self-Supervised Policy Adaptation during Deployment
ICLR 2021
Reinforcement Learning with Prototypical Representations
ICML 2021
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency
ICLR 2021
Task-Agnostic Morphology Evolution
ICLR 2021
Discovering Motor Programs by Recomposing Demonstrations
ICLR 2020
Automatic Curriculum Learning through Value Disagreement
NIPS 2020
Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation
CORL 2020
Visual Imitation Made Easy
CORL 2020
Hierarchically Decoupled Imitation For Morphological Transfer
ICML 2020
Learning Predictive Representations for Deformable Objects Using Contrastive Estimation
CORL 2020
Reinforcement Learning with Augmented Data
NIPS 2020
Generalized Hindsight for Reinforcement Learning
NIPS 2020
Swoosh! Rattle! Thump! - Actions that Sound
RSS 2020
Learning to Manipulate Deformable Objects without Demonstrations
RSS 2020
Environment Probing Interaction Policies
ICLR 2019
Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias
NIPS 2018
Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation
CORL 2018
Asymmetric Actor Critic for Image-Based Robot Learning
RSS 2018
Robust Adversarial Reinforcement Learning
ICML 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks
NIPS 2017