EfficientTDMPC
Improved MPC objectives for sample-efficient continuous control. The work improved the sample efficiency of state-of-the-art methods by approximately 2× on robotics benchmarks including HumanoidBench and the DeepMind Control Suite.
Submitted to NeurIPS 2026.