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Learning Complex Teamwork Tasks using a Given Sub-task Decomposition.

, , , and . AAMAS, page 598-606. International Foundation for Autonomous Agents and Multiagent Systems / ACM, (2024)

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Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks., , , and . NeurIPS Datasets and Benchmarks, (2021)Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning., , and . NeurIPS, (2020)Few-Shot Teamwork., , , and . CoRR, (2022)Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning., , and . CoRR, (2022)Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning., , , and . CoRR, (2022)Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning., , and . CoRR, (2023)Deep Reinforcement Learning for Multi-Agent Interaction., , , , , , , , , and 7 other author(s). CoRR, (2022)Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning., , , , and . CoRR, (2022)Interpretable Goal Recognition in the Presence of Occluded Factors for Autonomous Vehicles., , , , , , , and . IROS, page 7044-7051. IEEE, (2021)PILOT: Efficient Planning by Imitation Learning and Optimisation for Safe Autonomous Driving., , , , , and . IROS, page 1442-1449. IEEE, (2021)