conftrace_

sparse reward

141 papers

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Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) intrinsic reward (71) multi-agent reinforcement learning (538) reward shaping (110) sample efficiency (472) hindsight experience replay (18) exploration strategy (96) intrinsic motivation (52) imitation learning (744)

Papers

Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
Curiosity-Driven Learning of Joint Locomotion and Manipulation Tasks CORL 2023
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences NIPS 2023
DiSProD: Differentiable Symbolic Propagation of Distributions for Planning IJCAI 2023
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates NIPS 2023
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023
Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning ICML 2023
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning NIPS 2023
Accelerating Exploration with Unlabeled Prior Data NIPS 2023
Constrained Reinforcement Learning in Hard Exploration Problems AAAI 2023
Learning to Shape Rewards Using a Game of Two Partners AAAI 2023
Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks IJCAI 2023
MIMEx: Intrinsic Rewards from Masked Input Modeling NIPS 2023
Go Beyond Imagination: Maximizing Episodic Reachability with World Models ICML 2023
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic ICML 2023
Stochastic Contextual Bandits with Long Horizon Rewards AAAI 2023
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks AAAI 2023
Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning CORL 2023
DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards IJCAI 2023
Successor-Predecessor Intrinsic Exploration NIPS 2023
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments NIPS 2022
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NIPS 2022
Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward CORL 2022
A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning ICML 2022