Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

SABER: Switchable and Balanced Training for Efficient LLM Reasoning AAAI 2026

Cubing for Tuning AAAI 2026

Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026

Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration AAAI 2026

EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer AAAI 2026

Bidirectional Bounded-Suboptimal Heuristic Search with Consistent Heuristics AAAI 2026

Requirements for Aligned, Dynamic Resolution of Conflicts in Operational Constraints AAAI 2026

SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search AAAI 2026

Multi-Armed Bandits Meet Large Language Models AAAI 2026

KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare AAAI 2026

LARA: LLM-based Agile Power Distribution Network Restoration from Disastrous Events EACL 2026

ToC: Tree-of-Claims Search with Multi-Agent Language Models AAAI 2026

Verification-Aware Planning for Multi-Agent Systems EACL 2026

VideoMind: Thinking in Steps for Long Video Understanding EACL 2026

CODMAS: A Dialectic Multi-Agent Collaborative Framework for Structured RTL Optimization EACL 2026

RiddleBench: A New Generative Reasoning Benchmark for LLMs EACL 2026

RPM-MCTS: Knowledge-Retrieval as Process Reward Model with Monte Carlo Tree Search for Code Generation AAAI 2026

CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization AAAI 2026

Entropy-Gated Branching for Efficient Test-Time Reasoning EACL 2026

Failure Localization in Multi-Agent Code Generation via Knowledge-Guided and Transferable Reasoning AAAI 2026

From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation AAAI 2026

Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning AAAI 2026

System L: Toward System 2-Style Legal Reasoning AAAI 2026

Inapproximability of STRIPS Planning AAAI 2026

Dominance Pruning and Heuristics in Optimal Adversarial Non-Deterministic Planning AAAI 2026