sparse reward

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning AAAI 2024 When should we prefer Decision Transformers for Offline Reinforcement Learning? ICLR 2024 Accelerating Exploration with Unlabeled Prior Data NeurIPS 2023 Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic ICML 2023 Choreographer: Learning and Adapting Skills in Imagination ICLR 2023 Constrained Reinforcement Learning in Hard Exploration Problems AAAI 2023 Curiosity-Driven Learning of Joint Locomotion and Manipulation Tasks CoRL 2023 DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards IJCAI 2023 DiSProD: Differentiable Symbolic Propagation of Distributions for Planning IJCAI 2023 Doubly Robust Augmented Transfer for Meta-Reinforcement Learning NeurIPS 2023 Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning CoRL 2023 Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks IJCAI 2023 f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences NeurIPS 2023 Generative Augmented Flow Networks ICLR 2023 Go Beyond Imagination: Maximizing Episodic Reachability with World Models ICML 2023 Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023 Learning About Progress From Experts ICLR 2023 Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward ICLR 2023 Learning to Shape Rewards Using a Game of Two Partners AAAI 2023 MIMEx: Intrinsic Rewards from Masked Input Modeling NeurIPS 2023 MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations ICLR 2023 Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates NeurIPS 2023 Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments ICLR 2023 Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning ICML 2023 Stochastic Contextual Bandits with Long Horizon Rewards AAAI 2023