goal-conditioned reinforcement learning

Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NeurIPS 2023 Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning AAAI 2023 Planning Goals for Exploration ICLR 2023 Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability NeurIPS 2023 VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training ICLR 2023 Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning ICML 2022 C-Planning: An Automatic Curriculum for Learning Goal-Reaching Tasks ICLR 2022 Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning NeurIPS 2022 Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning NeurIPS 2022 Goal-Conditioned Reinforcement Learning: Problems and Solutions IJCAI 2022 Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression NeurIPS 2022 Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning ICML 2022 Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments NeurIPS 2022 Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills ICML 2021 Adversarial Intrinsic Motivation for Reinforcement Learning NeurIPS 2021 C-Learning: Learning to Achieve Goals via Recursive Classification ICLR 2021 Discovering and Achieving Goals via World Models NeurIPS 2021 Generalization in Text-based Games via Hierarchical Reinforcement Learning EMNLP 2021 Goal-Conditioned Reinforcement Learning with Imagined Subgoals ICML 2021 Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning AISTATS 2021 Offline Reinforcement Learning as One Big Sequence Modeling Problem NeurIPS 2021 Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning NeurIPS 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 Hierarchical Robot Navigation in Novel Environments using Rough 2-D Maps CoRL 2020 Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks AAAI 2020