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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

Soft Action Priors: Towards Robust Policy Transfer AAAI 2023
Goal-Conditioned Generators of Deep Policies AAAI 2023
Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables AAAI 2023
STEER: Unified Style Transfer with Expert Reinforcement EMNLP 2023
Fast Counterfactual Inference for History-Based Reinforcement Learning AAAI 2023
Replicable Reinforcement Learning NIPS 2023
Morphological Inflection with Phonological Features ACL 2023
CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration AAAI 2023
Fractal Landscapes in Policy Optimization NIPS 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies NIPS 2023
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs AAAI 2023
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023
Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination AAAI 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks NIPS 2023
PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023
Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments ICML 2023
Interactive Object Placement with Reinforcement Learning ICML 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
Harnessing the Plug-and-Play Controller by Prompting EMNLP 2023
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023
A Minimal Approach for Natural Language Action Space in Text-based Games EMNLP 2023
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023
Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023