conftrace_

Reinforcement Learning

9,982 papers (145 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Methods (8,258) Applications (3,394)

Papers per year

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Papers (including subtopics)

PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation AAAI 2026 Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model CVPR 2026 Planning in Branch-and-Bound: Model-Based Reinforcement Learning for Exact Combinatorial Optimization AAAI 2026 PointNet4D: A Lightweight 4D Point Cloud Video Backbone for Online and Offline Perception in Robotic Applications WACV 2026 Policy-Based Trajectory Clustering in Offline Reinforcement Learning UAI 2026 Policy Newton Methods for Distortion Riskmetrics AAAI 2026 Policy Zooming: Adaptive Discretization-based Infinite-Horizon Average-Reward Reinforcement Learning AAAI 2026 Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm AAAI 2026 PQDA:Policy-Aligned Q-Consistency Meets Decoupled Augmentation for Generalizable Visual RL AAAI 2026 Proactive Constrained Policy Optimization with Preemptive Penalty AAAI 2026 Promoting Efficient Reasoning with Verifiable Stepwise Reward AAAI 2026 PROMPTMINER: Black-Box Prompt Stealing against Text-to-Image Generative Models via Reinforcement Learning and VLM-Guided Optimization CVPR 2026 Provably Safe Offline-to-Online RL: Decoupling Learning from Data-Driven Safety Enforcement ACL 2026 Proximal Policy Optimization Suffices for On-Policy Reinforcement Learning UAI 2026 PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis AAAI 2026 Push-and-Step: From RL-Based Balance Recovery to Physical Simulation of Dense Crowds CVPR 2026 Qualitative Analysis of ω-Regular Objectives on Robust MDPs AAAI 2026 QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026 R1-RE: Cross-Domain Relation Extraction with RLVR ACL 2026 R-4B: Incentivizing General-Purpose Auto-Thinking in MLLMs via Bi-Mode Annealing and Reinforce Learning CVPR 2026 Randomization for Faster Exact Optimization of Discounted Markov Decision Processes COLT 2026 RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 ReACT: Reward-informed Autoregressive Decision CAD Transformer AAAI 2026 RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation CVPR 2026 ReasonAct: Progressive Training for Fine-Grained Video Reasoning in Small Models AAAI 2026