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On the Role of Computation in Reinforcement Learning
Arxiv
0+阅读 · 6月15日
When in Doubt, Plan It Out: Committed Small Language Model Deliberation for Reactive Reinforcement Learning
Arxiv
0+阅读 · 6月15日
TopoRetarget: Interaction-Preserving Retargeting for Dexterous Manipulation
Arxiv
0+阅读 · 6月15日
Deep Dense Exploration for LLM Reinforcement Learning via Pivot-Driven Resampling
Arxiv
0+阅读 · 6月12日
Decoupled Delay Compensation: Enhancing Pre-trained MARL Policies via Learned Dynamics Filtering
Arxiv
0+阅读 · 5月25日
Cost-Aware Distributed Online Learning with Strict Rejection Behavior against Adversarial Agents
Arxiv
0+阅读 · 5月22日
Learning Kernel-Based MDPs from Episodic Preferential Feedback
Arxiv
0+阅读 · 5月22日
Anarchy in the swarm: Testing informed and uninformed diversity-enhancing mechanisms within PSO framework
Arxiv
0+阅读 · 5月24日
The Behavioral Credibility Trilemma: When Calibrated Autonomy Becomes Impossible
Arxiv
0+阅读 · 5月25日
Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts
Arxiv
0+阅读 · 3月19日
Multi-Step First: A Lightweight Deep Reinforcement Learning Strategy for Robust Continuous Control with Partial Observability
Arxiv
0+阅读 · 3月21日
Towards Automated Chicken Deboning via Learning-based Dynamically-Adaptive 6-DoF Multi-Material Cutting
Arxiv
0+阅读 · 3月27日
When does learning pay off? A study on DRL-based dynamic algorithm configuration for carbon-aware scheduling
Arxiv
0+阅读 · 4月2日
CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning
Arxiv
0+阅读 · 4月17日
DreamerAD: Efficient Reinforcement Learning via Latent World Model for Autonomous Driving
Arxiv
0+阅读 · 4月1日
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