"long-term planning" Papers

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Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Jiacheng Ye, Jiahui Gao, Shansan Gong et al.

ICLR 2025arXiv:2410.14157

DMWM: Dual-Mind World Model with Long-Term Imagination

Lingyi Wang, Rashed Shelim, Walid Saad et al.

NEURIPS 2025spotlightarXiv:2502.07591

Factorio Learning Environment

Jack Hopkins, Mart Bakler, Akbir Khan

NEURIPS 2025arXiv:2503.09617

Implicit Search via Discrete Diffusion: A Study on Chess

Jiacheng Ye, Zhenyu Wu, Jiahui Gao et al.

ICLR 2025arXiv:2502.19805

Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF

Zhaolin Gao, Wenhao Zhan, Jonathan Chang et al.

ICLR 2025arXiv:2410.04612

Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning

Michael Matthews, Michael Beukman, Benjamin Ellis et al.

ICML 2024spotlightarXiv:2402.16801

Highway Value Iteration Networks

Yuhui Wang, Weida Li, Francesco Faccio et al.

ICML 2024arXiv:2406.03485

MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Qian Huang, Jian Vora, Percy Liang et al.

ICML 2024arXiv:2310.03302