conftrace_

unsupervised environment design

10 papers

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Also known as

UED

Co-occurring keywords

curriculum learning (633) reinforcement learning (4352) regret minimization (315) environment generation (6) zero-shot generalization (194) minimax regret (74) adversarial training (1262) deep reinforcement learning (903) adversarial environment (16) aleatoric uncertainty (109)

Papers

Marginal Benefit Driven RL Teacher for Unsupervised Environment Design AAAI 2025
Active Reinforcement Learning for Robust Building Control AAAI 2024
Adversarial Environment Design via Regret-Guided Diffusion Models NIPS 2024
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery NIPS 2024
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design NIPS 2024
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023
Generalization through Diversity: Improving Unsupervised Environment Design IJCAI 2023
Grounding Aleatoric Uncertainty for Unsupervised Environment Design NIPS 2022
Replay-Guided Adversarial Environment Design NIPS 2021
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design NIPS 2020