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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

Trajectory Diversity for Zero-Shot Coordination ICML 2021
Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks ICML 2021
Decoupling Value and Policy for Generalization in Reinforcement Learning ICML 2021
Cross-domain Imitation from Observations ICML 2021
Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021
State Entropy Maximization with Random Encoders for Efficient Exploration ICML 2021
Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap ICML 2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL ICML 2021
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021
Characterizing the Gap Between Actor-Critic and Policy Gradient ICML 2021
On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021
Data-efficient Hindsight Off-policy Option Learning ICML 2021
Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021
Learning While Playing in Mean-Field Games: Convergence and Optimality ICML 2021
Doubly Robust Off-Policy Actor-Critic: Convergence and Optimality ICML 2021
Hindsight Trust Region Policy Optimization IJCAI 2021
Combining Reinforcement Learning and Causal Models for Robotics Applications IJCAI 2021
Intelligent and Learning Agents: Four Investigations IJCAI 2021
Deep Drone Acrobatics (Extended Abstract) IJCAI 2021
Temporal Induced Self-Play for Stochastic Bayesian Games IJCAI 2021
Emergent Prosociality in Multi-Agent Games Through Gifting IJCAI 2021
Verifying Reinforcement Learning up to Infinity IJCAI 2021
Reconciling Rewards with Predictive State Representations IJCAI 2021
Solving Continuous Control with Episodic Memory IJCAI 2021
Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations IJCAI 2021