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Lerrel Pinto

46 papers · 2017–2025 · 6 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8)
πŸ—ΊοΈ Taxonomy Completionist (43) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ† Grand Slam 🌱 Topic Pioneer πŸ† Keyword Champion (5) πŸ“ˆ Trend Setter πŸ’Ž Century Club (46) ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (138) πŸ”₯ Unstoppable (9)

Conferences

ICLR (11) CORL (9) NIPS (9) ICML (8) RSS (8) AAAI (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