tree search

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL 2024 AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NeurIPS 2023 Black-Box Adversarial Attack on Time Series Classification AAAI 2023 Conditionally optimistic exploration for cooperative deep multi-agent reinforcement learning UAI 2023 DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023 Game Solving with Online Fine-Tuning NeurIPS 2023 Learning Program Synthesis for Integer Sequences from Scratch AAAI 2023 Online POMDP Planning with Anytime Deterministic Guarantees NeurIPS 2023 Planning and Learning with Adaptive Lookahead AAAI 2023 Policy-Based Self-Competition for Planning Problems ICLR 2023 Preference learning for guiding the tree search in continuous POMDPs CoRL 2023 Retrosynthetic Planning with Dual Value Networks ICML 2023 A Novel Approach to Solving Goal-Achieving Problems for Board Games AAAI 2022 Efficient Non-Parametric Optimizer Search for Diverse Tasks NeurIPS 2022 Latent Planning via Expansive Tree Search NeurIPS 2022 Optimistic Tree Searches for Combinatorial Black-Box Optimization NeurIPS 2022 Policy improvement by planning with Gumbel ICLR 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization ICLR 2022 Broadly-Exploring, Local-Policy Trees for Long-Horizon Task Planning CoRL 2021 Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction NeurIPS 2021 Policy-Guided Heuristic Search with Guarantees AAAI 2021 Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond NeurIPS 2021 Solving Graph-based Public Goods Games with Tree Search and Imitation Learning NeurIPS 2021 Deep Reinforcement Learning for General Game Playing AAAI 2020