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• Adversarially Guided Actor-Critic
  2021 · 11 citations
• MERL: Multi-Head Reinforcement Learning
  2019 · 4 citations
• Learning Value Functions in Deep Policy Gradients using Residual Variance
  2020 · 3 citations
• SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics
  2022 · 2 citations
• Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
  2022 · 2 citations
• Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
  2023 · 2 citations
• ShiQ: Bringing back Bellman to LLMs
  2025
• Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
  2024
• Offline Policy Optimization with Eligible Actions
  2022
• Model-based Offline Reinforcement Learning with Local Misspecification
  2023
• OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
  2024