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Papers
Explore to Learn: Latent Exploration Through Disentangled Synergy Patterns for Reinforcement Learning in Overactuated Control
AAAI 2026
Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping
ICLR 2024
Language Model Adaption for Reinforcement Learning with Natural Language Action Space
ACL 2024
Action Space Reduction for Planning Domains
IJCAI 2023
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
ICML 2020
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
NAACL 2019