conftrace_

reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

PIRLNav: Pretraining With Imitation and RL Finetuning for ObjectNav CVPR 2023

Jump-Start Reinforcement Learning ICML 2023

Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023

STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning AAAI 2023

Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion CVPR 2023

Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks NIPS 2023

DexArt: Benchmarking Generalizable Dexterous Manipulation With Articulated Objects CVPR 2023

3D-Aware Object Goal Navigation via Simultaneous Exploration and Identification CVPR 2023

Robust Knowledge Transfer in Tiered Reinforcement Learning NIPS 2023

Generalized Weighted Path Consistency for Mastering Atari Games NIPS 2023

Reinforcement Learning from Passive Data via Latent Intentions ICML 2023

A Definition of Continual Reinforcement Learning NIPS 2023

Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL ICML 2023

Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction NIPS 2023

Creating Multi-Level Skill Hierarchies in Reinforcement Learning NIPS 2023

The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning ICML 2023

SelfTune: Tuning Cluster Managers NSDI 2023

Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization NIPS 2023

Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback NIPS 2023

Adjustable Robust Reinforcement Learning for Online 3D Bin Packing NIPS 2023

Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023

Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations NIPS 2023

Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games ICML 2023

CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023

TaskMet: Task-driven Metric Learning for Model Learning NIPS 2023