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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Description Based Text Classification with Reinforcement Learning ICML 2020
Discount Factor as a Regularizer in Reinforcement Learning ICML 2020
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms ICML 2020
Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach ICML 2020
Unknown mixing times in apprenticeship and reinforcement learning UAI 2020
Learning Behaviors with Uncertain Human Feedback UAI 2020
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020
Hierarchically Decoupled Imitation For Morphological Transfer ICML 2020
From Importance Sampling to Doubly Robust Policy Gradient ICML 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control ICML 2020
Generalization to New Actions in Reinforcement Learning ICML 2020
Reward-Free Exploration for Reinforcement Learning ICML 2020
Evaluating the Performance of Reinforcement Learning Algorithms ICML 2020
Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020
Statistically Efficient Off-Policy Policy Gradients ICML 2020
Active World Model Learning with Progress Curiosity ICML 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020
Skew-Fit: State-Covering Self-Supervised Reinforcement Learning ICML 2020
Off-Policy Actor-Critic with Shared Experience Replay ICML 2020
Planning to Explore via Self-Supervised World Models ICML 2020
Optimistic Policy Optimization with Bandit Feedback ICML 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020
Multi-Agent Determinantal Q-Learning ICML 2020
Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020