conftrace_

reward-free learning

10 papers

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Co-occurring keywords

reinforcement learning (4352) representation learning (6206) multitask learning (352) offline reinforcement learning (492) text-conditioned generation (12) multitask representation learning (3) low-rank model (17) low-rank mdp (10) policy extraction (12) reward-free exploration (26)

Papers

Offline Multitask Representation Learning for Reinforcement Learning NIPS 2024
Text-Aware Diffusion for Policy Learning NIPS 2024
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
Nearly Optimal Latent State Decoding in Block MDPs AISTATS 2023
Unsupervised Behavior Extraction via Random Intent Priors NIPS 2023
Provable Benefit of Multitask Representation Learning in Reinforcement Learning NIPS 2022
Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021
Adversarial Option-Aware Hierarchical Imitation Learning ICML 2021
Provably Efficient Reward-Agnostic Navigation with Linear Value Iteration NIPS 2020
Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019