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• Using Offline Data to Speed Up Reinforcement Learning in Procedurally Generated Environments
  2023 · 1 citations
• Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards
  2023 · 1 citations
• Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
  2023 · 1 citations
• Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization
  2020
• Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share?
  2022
• An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments
  2022
• Fostering Intrinsic Motivation in Reinforcement Learning with Pretrained Foundation Models
  2024
• Words as Beacons: Guiding RL Agents with High-Level Language Prompts
  2024