Standard Agents

ParlAI comes with a wide variety of standardized agents. Some of these are common baselines made available for quicker research; some can be made state-of-the-art with careful tuning and experimentation. Each of these contains a README with examples of usage and description of the agent.

List of Agents

• ALICE Bot
• BART
• BERT Classifier
• BERT Ranker
• Examples
• Fusion in Decoder (FiD)
• Fixed Response
• GPT3
• HRED Agent
• Hugging Face
• Image+Seq2Seq
• IR Baseline
• Local Human
• MemNN
• Retrieval-Augmented Generation (RAG)
• Random Candidate
• Repeat Label
• Repeat Query
• Output Reranker
• Retriever Reader
• Safe Local Human
• Seq2Seq Agent
• Starspace
• Test Agents
• TFIDF Retriever
• Transformer
• Unigram Agent