Publications

(2023). Meta-learning Parameterized Skills. In Fortieth International Conference on Machine Learning (ICML), 2023.

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(2023). Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs. In Proceedings of the Eleventh International Conference on Learning Representations (ICLR), 2023.

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(2023). A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems. In Neural Networks, January 2023.

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(2022). Model-based Lifelong Reinforcement Learning with Bayesian Exploration. In Advances in Neural Information Processing Systems 35 (NeurIPS), 2022.

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(2021). Towards Effective Context for Meta Reinforcement Learning: an Approach based on Contrastive Learning. In AAAI 2021.

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(2020). MGHRL: Meta Goal generation for Hierarchical Reinforcement Learning. In Beyond Tabula Rasa in Reinforcement Learning workshop at ICLR , 2020. In DAI 2020..

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(2019). Deep Multi Agent Reinforcement Learning with Discrete Continuous Hybrid Action Spaces. In IJCAI 2019.

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