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1. Reflexion is an autonomous agent that has dynamic memory and self-reflection capabilities to enhance its decision-making abilities.

2. The agent uses a heuristic to avoid repetition in action sequences, pinpoint hallucination instances, and construct an internal memory map of the environment.

3. Reflexion was evaluated in AlfWorld environments and HotPotQA tasks, achieving success rates of 97% and 51%, respectively, demonstrating the emergent property of self-reflection.

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