Robot Learning

imitation learning, reinforcement learning robots, policy learning, dexterous manipulation

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Scoured 67 posts in 5.5 ms

Difference-Aware Retrieval Policies for Imitation Learning

 🦾Robotics  Content type: Academic
arxiv.org·

Distortion-Resilient Robotic Imitation Learning for Autonomous Cable Routing

 🦾Robotics  Content type: Academic
arxiv.org·

EgoAERO: Learning Dexterous Manipulation from a Single Egocentric Video without Object Assets

 🦾Robotics  Content type: Academic
arxiv.org·

Fourier Features Let Agents Learn High Precision Policies with Imitation Learning

 📄AI Research  Content type: Academic
arxiv.org·

Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Bridging the Morphology Gap: Adapting VLA Models to Dexterous Manipulation via Intent-Conditioned Fine-Tuning

 👁️VLA Models  Content type: Academic
arxiv.org·

Dexterous Point Policy: Learning Point-based Dexterous Hand Policies from Human Demonstrations

 🦾Robotics  Content type: Academic
arxiv.org·

MoDex: A Diffusion Policy for Sequential Multi-Object Dexterous Grasping

 🌐World Models  Content type: Academic
arxiv.org·

Critic Architecture Matters: Dual vs. Unified Critics for Humanoid Loco-Manipulation

 🧑‍🦾Humanoid Robots  Content type: Academic
arxiv.org·

HARBOR: A Harness Framework for Agentic Robot Reinforcement Learning

 📄AI Research  Content type: Academic
arxiv.org·

Learning Object Manipulation from Scratch via Contrastive Interaction

 🦾Robotics  Content type: Academic
arxiv.org·

YUBI: Yielding Universal Bidigital Interface for Bimanual Dexterous Manipulation at Scale

 🧑‍🦾Humanoid Robots  Content type: Academic
arxiv.org·

Simulation-Driven Imitation Learning for Biosignals-Free Shared-Autonomy Prosthetic Grasping

 🌐World Models  Content type: Academic
arxiv.org·

SynthICL: Scalable In-context Imitation Learning with Synthetic Data

 👁️VLA Models  Content type: Academic
arxiv.org·

DuoBench: A Reproducible Benchmark for Bimanual Manipulation in Simulation and the Real World

 👁️VLA Models  Content type: Academic
arxiv.org·

DexPIE: Stable Dexterous Policy Improvement from Real-World Experience

 🦾Robotics  Content type: Academic
arxiv.org·

PLUME: Probabilistic Latent Unified World Modeling and Parameter Estimation for Multi-Finger Manipulation

 🌐World Models  Content type: Academic
arxiv.org·

Spline Policy: A Structured Representation for Robot Policies

 👁️VLA Models  Content type: Academic
arxiv.org·

ReGIL: Retrieval-Guided Imitation Learning from a Single Demonstration

 🦾Robotics  Content type: Academic
arxiv.org·

RGB-S: Image-Aligned Tactile Saliency for Robust Dexterous Manipulation

 👁️VLA Models  Content type: Academic
arxiv.org·

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