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• Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms
  2024 · 40 citations
• ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation
  2022 · 16 citations
• GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
  2022 · 8 citations
• Neural Episodic Control with State Abstraction
  2023 · 5 citations
• MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
  2023 · 2 citations
• EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model
  2022 · 1 citations
• Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
  2023 · 1 citations
• BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization
  2023 · 1 citations
• PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations
  2022
• HIPODE: Enhancing Offline Reinforcement Learning with High-Quality Synthetic Data from a Policy-Decoupled Approach
  2023