👉 Counterbranch is a concept in computer science and artificial intelligence where an agent (e.g., a robot) can change its actions or states during a certain time period, such as a single step of movement. This allows the agent to explore new paths or behaviors without changing its current state too much. Counterbranches are typically used in reinforcement learning algorithms to encourage exploration, as they allow the agent to learn from its past experiences.