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Vikash Kumar

29 papers · 2018–2024 · 7 conferences · across top CS/AI conferences

Achievements

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+14 more ↓ πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🐣 Hot Topic Early Bird
🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (7) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (107) πŸ’Ž Century Club (29) πŸš€ Conference Pioneer ⚑ Prolific Year (5)

Conferences

CORL (8) ICLR (7) ICML (5) RSS (5) L4DC (2) NIPS (1) WACV (1)

Papers

TorchRL: A data-driven decision-making library for PyTorch ICLR 2024 CoNMix for Source-Free Single and Multi-Target Domain Adaptation WACV 2023 REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation CORL 2023 MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations ICLR 2023 VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training ICLR 2023 MyoDex: A Generalizable Prior for Dexterous Manipulation ICML 2023 LIV: Language-Image Representations and Rewards for Robotic Control ICML 2023 SAR: Generalization of Physiological Dexterity via Synergistic Action Representation RSS 2023 GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023 Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware RSS 2023 RoboHive: A Unified Framework for Robot Learning NIPS 2023 Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 2022 Cross-Domain Transfer via Semantic Skill Imitation CORL 2022 MyoSuite: A Contact-rich Simulation Suite for Musculoskeletal Motor Control L4DC 2022 R3M: A Universal Visual Representation for Robot Manipulation CORL 2022 Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022 RRL: Resnet as representation for Reinforcement Learning ICML 2021 The Ingredients of Real World Robotic Reinforcement Learning ICLR 2020 Dynamics-Aware Unsupervised Discovery of Skills ICLR 2020 A Game Theoretic Framework for Model Based Reinforcement Learning ICML 2020 Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020 Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning CORL 2019 Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real CORL 2019 Deep Dynamics Models for Learning Dexterous Manipulation CORL 2019 Learning Latent Plans from Play CORL 2019 ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots CORL 2019 Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations RSS 2018 Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines ICLR 2018 Divide-and-Conquer Reinforcement Learning ICLR 2018