conftrace_

unsupervised reinforcement learning

15 papers

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skill discovery (45) intrinsic reward (71) unsupervised skill discovery (14) mutual information (724) exploration strategy (96) skill learning (52) model-based reinforcement learning (415) model predictive control (174) reinforcement learning (4352) representation learning (6206)

Papers

Discovering Mixture Skills for Unsupervised Reinforcement Learning AAAI 2026
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs ACL 2026
Leveraging Separated World Model for Exploration in Visually Distracted Environments NIPS 2024
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions NIPS 2024
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning NIPS 2024
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels ICML 2023
Unsupervised Reinforcement Learning in Multiple Environments AAAI 2022
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NIPS 2022
A Mixture Of Surprises for Unsupervised Reinforcement Learning NIPS 2022
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NIPS 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022
Wasserstein Unsupervised Reinforcement Learning AAAI 2022
APS: Active Pretraining with Successor Features ICML 2021
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020
Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020