sparse reward

Multi-Stage Episodic Control for Strategic Exploration in Text Games ICLR 2022 Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning ICML 2022 Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward CoRL 2022 Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration ICLR 2022 Should I Run Offline Reinforcement Learning or Behavioral Cloning? ICLR 2022 Skill-based Meta-Reinforcement Learning ICLR 2022 Understanding and Preventing Capacity Loss in Reinforcement Learning ICLR 2022 USHER: Unbiased Sampling for Hindsight Experience Replay CoRL 2022 Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation ICLR 2022 An Empowerment-based Solution to Robotic Manipulation Tasks with Sparse Rewards RSS 2021 Cooperative Exploration for Multi-Agent Deep Reinforcement Learning ICML 2021 Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices ICML 2021 DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning AAAI 2021 Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness IJCAI 2021 Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search AAAI 2021 Dynamic Bottleneck for Robust Self-Supervised Exploration NeurIPS 2021 ELLA: Exploration through Learned Language Abstraction NeurIPS 2021 Explicable Reward Design for Reinforcement Learning Agents NeurIPS 2021 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021 Exploration via State influence Modeling AAAI 2021 Guided Exploration with Proximal Policy Optimization using a Single Demonstration ICML 2021 Haptics-based Curiosity for Sparse-reward Tasks CoRL 2021 Hierarchical Reinforcement Learning by Discovering Intrinsic Options ICLR 2021 Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning AISTATS 2021 Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NeurIPS 2021