meta-reinforcement learning

Learning Associative Inference Using Fast Weight Memory ICLR 2021 Learning Robust State Abstractions for Hidden-Parameter Block MDPs ICLR 2021 MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration ICML 2021 Meta-Model-Based Meta-Policy Optimization ACML 2021 Meta-Reinforcement Learning by Tracking Task Non-stationarity IJCAI 2021 Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games ACL 2021 On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning NeurIPS 2021 Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021 Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021 Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation NeurIPS 2021 Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020 Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Information-theoretic Task Selection for Meta-Reinforcement Learning NeurIPS 2020 MELD: Meta-Reinforcement Learning from Images via Latent State Models CoRL 2020 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 Meta-Q-Learning ICLR 2020 Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables ICML 2019 Learning to Adapt in Dynamic, Real-World Environments through Meta-Reinforcement Learning ICLR 2019 Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Gradient Estimators for Reinforcement Learning NeurIPS 2019 MAME : Model-Agnostic Meta-Exploration CoRL 2019 Meta Reinforcement Learning with Task Embedding and Shared Policy IJCAI 2019 Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CoRL 2019 Unsupervised Curricula for Visual Meta-Reinforcement Learning NeurIPS 2019 Meta-Reinforcement Learning of Structured Exploration Strategies NeurIPS 2018