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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

Self-Guided Evolution Strategies with Historical Estimated Gradients IJCAI 2020
Exploration Based Language Learning for Text-Based Games IJCAI 2020
IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL IJCAI 2020
KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge IJCAI 2020
Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020
Only Relevant Information Matters: Filtering Out Noisy Samples To Boost RL IJCAI 2020
Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020
Label Enhancement for Label Distribution Learning via Prior Knowledge IJCAI 2020
MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020
Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020
Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020
Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and Simplicity AACL 2020
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020
Improving Input-Output Linearizing Controllers for Bipedal Robots via Reinforcement Learning L4DC 2020
Information Theoretic Model Predictive Q-Learning L4DC 2020
Lyceum: An efficient and scalable ecosystem for robot learning L4DC 2020
Stable Reinforcement Learning with Unbounded State Space L4DC 2020
Practical Reinforcement Learning For MPC: Learning from sparse objectives in under an hour on a real robot L4DC 2020
Online Data Poisoning Attacks L4DC 2020
RLCard: A Platform for Reinforcement Learning in Card Games IJCAI 2020
Learning for Graph Matching and Related Combinatorial Optimization Problems IJCAI 2020
Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020
An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization IJCAI 2020
A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem IJCAI 2020