action sequences
A series of actions taken by an agent in an environment, often studied in the context of reinforcement learning. The analysis of action sequences helps in understanding policies and strategies taken by the agent.
- Coarse-to-fine Q-Network with Action Sequence for Data-Efficient Reinforcement Learning
- Contrastive Representations for Temporal Reasoning
- Enhancing Temporal Understanding in Video-LLMs through Stacked Temporal Attention in Vision Encoders
- Exploring the Limits of Vision-Language-Action Manipulation in Cross-task Generalization
- Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking