conftrace_

Ajay Mandlekar

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

Achievements

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+11 more ↓ 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (8) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13)
🌍 Conference Polyglot (6) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (5) πŸ‘₯ Mega-Team (28) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (73) πŸ“ˆ Trend Setter πŸ’Ž Century Club (24) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (9)

Conferences

CORL (13) RSS (4) ICLR (3) NIPS (2) ICML (1) L4DC (1)

Papers

DreamGen: Unlocking Generalization in Robot Learning through Video World Models CORL 2025 Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation RSS 2025 One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation ICML 2025 AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation ICLR 2025 Latent Action Pretraining from Videos ICLR 2025 What Matters in Learning from Large-Scale Datasets for Robot Manipulation ICLR 2025 SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation CORL 2024 NOD-TAMP: Generalizable Long-Horizon Planning with Neural Object Descriptors CORL 2024 SkillMimicGen: Automated Demonstration Generation for Efficient Skill Learning and Deployment CORL 2024 Signatures meet dynamic programming: Generalizing Bellman equations for trajectory following L4DC 2024 RoboCasa: Large-Scale Simulation of Household Tasks for Generalist Robots RSS 2024 Imitating Task and Motion Planning with Visuomotor Transformers CORL 2023 Human-in-the-Loop Task and Motion Planning for Imitation Learning CORL 2023 MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations CORL 2023 Learning and Retrieval from Prior Data for Skill-based Imitation Learning CORL 2022 MoCoDA: Model-based Counterfactual Data Augmentation NIPS 2022 MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge NIPS 2022 Error-Aware Imitation Learning from Teleoperation Data for Mobile Manipulation CORL 2021 What Matters in Learning from Offline Human Demonstrations for Robot Manipulation CORL 2021 S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning in Robotics CORL 2021 GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations RSS 2020 AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers CORL 2019 ROBOTURK: A Crowdsourcing Platform for Robotic Skill Learning through Imitation CORL 2018 Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models RSS 2017