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• Neuro-Symbolic Reinforcement Learning with First-Order Logic
  2021 · 21 citations
• Internal Model from Observations for Reward Shaping
  2018 · 13 citations
• Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
  2020 · 10 citations
• Reinforcement Learning with External Knowledge by using Logical Neural Networks
  2021 · 8 citations
• Constrained Exploration and Recovery from Experience Shaping
  2018 · 2 citations
• EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
  2024 · 2 citations
• VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning
  2020 · 1 citations
• On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $ε$-Greedy Exploration
  2023 · 1 citations
• Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents
  2021
• LOA: Logical Optimal Actions for Text-based Interaction Games
  2021