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Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction.

, , , , , , , , and . AAAI, page 9834-9842. AAAI Press, (2021)

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An Empirical Study of AI Population Dynamics with Million-agent Reinforcement Learning., , , , , , and . CoRR, (2017)JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models., , , , , , , , , and 2 other author(s). CoRR, (2023)MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning., , , , , , , , and . CoRR, (2021)MANSA: Learning Fast and Slow in Multi-Agent Systems., , , , , , , , , and . CoRR, (2023)A Game-Theoretic Approach to Multi-Agent Trust Region Optimization., , , , , , and . CoRR, (2021)IOFollow: Improving the performance of VM live storage migration with IO following in the cloud., , , , and . Future Gener. Comput. Syst., (2019)SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving., , , , , , , , , and 22 other author(s). CoRL, volume 155 of Proceedings of Machine Learning Research, page 264-285. PMLR, (2020)Learning to Shape Rewards Using a Game of Two Partners., , , , , , , , , and 4 other author(s). AAAI, page 11604-11612. AAAI Press, (2023)What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator., , , , , , , , , and 2 other author(s). AAAI, page 8441-8449. AAAI Press, (2022)STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning., , , and . AAAI, page 17337-17345. AAAI Press, (2024)