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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

Online Selection of Diverse Committees IJCAI 2021
Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration IJCAI 2021
Generative Adversarial Neural Architecture Search IJCAI 2021
Video Summarization via Label Distributions Dual-Reward IJCAI 2021
The Successful Ingredients of Policy Gradient Algorithms IJCAI 2021
Reinforcement Learning for Route Optimization with Robustness Guarantees IJCAI 2021
Independence-aware Advantage Estimation IJCAI 2021
Ordering-Based Causal Discovery with Reinforcement Learning IJCAI 2021
Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning IJCAI 2021
Planning and Reinforcement Learning for General-Purpose Service Robots IJCAI 2021
Learning to Actively Reduce Memory Requirements for Robot Control Tasks L4DC 2021
Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks L4DC 2021
When to stop value iteration: stability and near-optimality versus computation L4DC 2021
Provably Sample Efficient Reinforcement Learning in Competitive Linear Quadratic Systems L4DC 2021
LEOC: A Principled Method in Integrating Reinforcement Learning and Classical Control Theory L4DC 2021
Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021
Reward Biased Maximum Likelihood Estimation for Reinforcement Learning L4DC 2021
How Are Learned Perception-Based Controllers Impacted by the Limits of Robust Control? L4DC 2021
TempoRL: Learning When to Act ICML 2021
Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021
Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning ICML 2021
Improved Corruption Robust Algorithms for Episodic Reinforcement Learning ICML 2021
Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization ICML 2021
Dynamic Balancing for Model Selection in Bandits and RL ICML 2021
Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation ICML 2021