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86 papers

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TS

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large language model (13587) reinforcement learning (4352) neural network (6616) partially observable markov decision process (178) language model (4599) online planning (37) combinatorial optimization (1039) search algorithm (109) monte-carlo tree search (37) reward model (276)

Papers

Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
Efficient Non-Parametric Optimizer Search for Diverse Tasks NIPS 2022
Latent Planning via Expansive Tree Search NIPS 2022
A Novel Approach to Solving Goal-Achieving Problems for Board Games AAAI 2022
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction NIPS 2021
Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond NIPS 2021
Policy-Guided Heuristic Search with Guarantees AAAI 2021
Broadly-Exploring, Local-Policy Trees for Long-Horizon Task Planning CORL 2021
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning NIPS 2021
Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints RSS 2020
Deep Reinforcement Learning for General Game Playing AAAI 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020
An Investigation of Model-Free Planning ICML 2019
Consensus Maximization Tree Search Revisited ICCV 2019
Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient AAAI 2019
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019
LeTS-Drive: Driving in a Crowd by Learning from Tree Search RSS 2019
Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019
Iterative Budgeted Exponential Search IJCAI 2019
HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty RSS 2018
Dual Policy Iteration NIPS 2018
Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search NIPS 2018
Extended Increasing Cost Tree Search for Non-Unit Cost Domains IJCAI 2018
Learning to Branch ICML 2018