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• COMBO: Conservative Offline Model-Based Policy Optimization
  2021 · 52 citations
• Offline Reinforcement Learning from Images with Latent Space Models
  2020 · 16 citations
• Offline Meta-Reinforcement Learning with Advantage Weighting
  2020 · 11 citations
• Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
  2024 · 6 citations
• Visual Adversarial Imitation Learning using Variational Models
  2021 · 5 citations
• Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
  2024 · 3 citations
• Contrastive Preference Learning: Learning from Human Feedback without RL
  2023 · 2 citations
• D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
  2024 · 2 citations
• Just Enough Thinking: Efficient Reasoning with Adaptive Length Penalties Reinforcement Learning
  2025 · 1 citations
• Offline Retraining for Online RL: Decoupled Policy Learning to Mitigate Exploration Bias