meta-reinforcement learning

Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NeurIPS 2022 Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments NeurIPS 2022 Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022 Hindsight Foresight Relabeling for Meta-Reinforcement Learning ICLR 2022 Hypernetworks in Meta-Reinforcement Learning CoRL 2022 Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022 Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022 Meta-Learning with Self-Improving Momentum Target NeurIPS 2022 Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NeurIPS 2022 Meta-Reinforcement Learning with Self-Modifying Networks NeurIPS 2022 Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search ICML 2022 Model-Based Offline Meta-Reinforcement Learning with Regularization ICLR 2022 Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022 On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning NeurIPS 2022 Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022 Skill-based Meta-Reinforcement Learning ICLR 2022 Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning NeurIPS 2022 Transformers are Meta-Reinforcement Learners ICML 2022 Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices ICML 2021 Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021 Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract) AAAI 2021 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021 Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NeurIPS 2021 Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture NeurIPS 2021