| 1 |
An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control |
通过深度强化学习优化HVAC控制以降低能耗 |
reinforcement learning deep reinforcement learning DRL |
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| 2 |
Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem |
提出SATOP以解决旅行执法官问题 |
reinforcement learning deep reinforcement learning spatial relationship |
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| 3 |
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents |
提出SCoBots以解决深度强化学习中的目标不一致问题 |
reinforcement learning deep reinforcement learning |
✅ |
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| 4 |
Safe reinforcement learning in uncertain contexts |
提出安全强化学习方法以应对不确定环境中的挑战 |
reinforcement learning |
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| 5 |
Optimistic Model Rollouts for Pessimistic Offline Policy Optimization |
提出乐观模型回滚以解决悲观离线策略优化问题 |
reinforcement learning offline RL offline reinforcement learning |
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| 6 |
The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards |
提出分布式奖励评论框架以解决奖励扰动问题 |
reinforcement learning |
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| 7 |
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments |
提出基于变换器的认知地图以解决部分可观测环境中的路径规划问题 |
world model world models |
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