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RL-GPT: Integrating Reinforcement Learning and Code-as-policy
Neural Information Processing Systems
Additionally, it achieves good performance on designated MineDojo tasks.
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Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning
Neural Information Processing Systems
In a single-agent setting, IL was shown to be done efficiently via an inverse soft-Q learning process.
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R: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning Shirley Wu
Neural Information Processing Systems
Current approaches have primarily focused on directly deploying agents using complex human-designed "mega-prompts" [
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