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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

Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines AAAI 2021
Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate AAAI 2021
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
Learning Knowledge Graph-based World Models of Textual Environments NIPS 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation IJCNLP 2021
Learning to Execute: Efficient Learning of Universal Plan-Conditioned Policies in Robotics NIPS 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NIPS 2021
RMM: Reinforced Memory Management for Class-Incremental Learning NIPS 2021
On the Theory of Reinforcement Learning with Once-per-Episode Feedback NIPS 2021
Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise UAI 2020
An Efficient Framework for Dense Video Captioning AAAI 2020
Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions AAAI 2020