Papers Using This Method
Projection Implicit Q-Learning with Support Constraint for Offline Reinforcement Learning2025-01-15Comparative Analysis of Multi-Agent Reinforcement Learning Policies for Crop Planning Decision Support2024-12-03Hypercube Policy Regularization Framework for Offline Reinforcement Learning2024-11-07Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning2024-07-17AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization2024-05-28Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted Regression2024-05-28Simple Ingredients for Offline Reinforcement Learning2024-03-19Innate-Values-driven Reinforcement Learning based Cooperative Multi-Agent Cognitive Modeling2024-01-10Towards Robust Offline Reinforcement Learning under Diverse Data Corruption2023-10-19Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning2023-10-18Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting2023-06-22Decoupled Prioritized Resampling for Offline RL2023-06-08IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies2023-04-20Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization2023-03-28MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning2022-09-17Offline Reinforcement Learning with Implicit Q-Learning2021-10-12