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• On Improving Deep Reinforcement Learning for POMDPs
  2017 · 82 citations
• Unsupervised Video Object Segmentation for Deep Reinforcement Learning
  2018 · 31 citations
• Learning Soft Constraints From Constrained Expert Demonstrations
  2022 · 4 citations
• An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient
  2023 · 3 citations
• Benchmarking Constraint Inference in Inverse Reinforcement Learning
  2022 · 2 citations
• FedFormer: Contextual Federation with Attention in Reinforcement Learning
  2022 · 1 citations
• Policy-Conditioned Policies for Multi-Agent Task Solving
  2025
• Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
  2025
• A Critical Look At Tokenwise Reward-Guided Text Generation
  2024
• Decentralized Mean Field Games