A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data Paper • 2407.16680 • Published Jul 23, 2024 • 12
Generalization in Reinforcement Learning by Soft Data Augmentation Paper • 2011.13389 • Published Nov 26, 2020 • 1
Learning Vision-Guided Quadrupedal Locomotion End-to-End with Cross-Modal Transformers Paper • 2107.03996 • Published Jul 8, 2021 • 1
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation Paper • 2107.00644 • Published Jul 1, 2021 • 1
Look Closer: Bridging Egocentric and Third-Person Views with Transformers for Robotic Manipulation Paper • 2201.07779 • Published Jan 19, 2022 • 1
Temporal Difference Learning for Model Predictive Control Paper • 2203.04955 • Published Mar 9, 2022 • 2
Graph Inverse Reinforcement Learning from Diverse Videos Paper • 2207.14299 • Published Jul 28, 2022 • 1
MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation Paper • 2309.14236 • Published Sep 25, 2023 • 1
TD-MPC2: Scalable, Robust World Models for Continuous Control Paper • 2310.16828 • Published Oct 25, 2023 • 8
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline Paper • 2212.05749 • Published Dec 12, 2022 • 2
MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations Paper • 2212.05698 • Published Dec 12, 2022 • 1
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning Paper • 2210.10763 • Published Oct 19, 2022 • 1
Visual Reinforcement Learning with Self-Supervised 3D Representations Paper • 2210.07241 • Published Oct 13, 2022 • 1