Offline Policy Comparison with Confidence: Benchmarks and Baselines

22 May 2022

Papers citing "Offline Policy Comparison with Confidence: Benchmarks and Baselines"

5 / 5 papers shown

Title
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 219 413 0 16 Feb 2021
Dream and Search to Control: Latent Space Planning for Continuous Control Anurag Koul Varun V. Kumar Alan Fern Somdeb Majumdar 19 6 0 19 Oct 2020
DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs Aayam Shrestha Stefan Lee Prasad Tadepalli Alan Fern OffRL 55 23 0 18 Oct 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,955 0 04 May 2020
Deep Dynamics Models for Learning Dexterous Manipulation Anusha Nagabandi K. Konolige Sergey Levine Vikash Kumar 148 408 0 25 Sep 2019