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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

Advice-Guided Reinforcement Learning in a non-Markovian Environment AAAI 2021
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021
Planning from Pixels in Atari with Learned Symbolic Representations AAAI 2021
Exploration via State influence Modeling AAAI 2021
Metrics and Continuity in Reinforcement Learning AAAI 2021
Lipschitz Lifelong Reinforcement Learning AAAI 2021
Causal Confusion Reduction for Robust Multi-Domain Dialogue Policy INTERSPEECH 2021
Variable Frame Rate Acoustic Models Using Minimum Error Reinforcement Learning INTERSPEECH 2021
Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021
Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation AAAI 2021
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021
Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion AAAI 2021
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation AAAI 2021
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021
Relation Also Need Attention: Integrating Relation Information Into Image Captioning ACML 2021
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