reinforcement learning

Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021 Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021 Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation NeurIPS 2021 Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds ICLR 2021 Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling AAAI 2021 Non-stationary Reinforcement Learning without Prior Knowledge: an Optimal Black-box Approach COLT 2021 No-Press Diplomacy from Scratch NeurIPS 2021 No RL, No Simulation: Learning to Navigate without Navigating NeurIPS 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021 Offline Contextual Bandits with Overparameterized Models ICML 2021 Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders AISTATS 2021 Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap ICML 2021 On Convergence of Gradient Expected Sarsa(λ) AAAI 2021 On Joint Learning for Solving Placement and Routing in Chip Design NeurIPS 2021 Online Model Selection for Reinforcement Learning with Function Approximation AISTATS 2021 Online Selection of Diverse Committees IJCAI 2021 On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations NeurIPS 2021 On Proximal Policy Optimization’s Heavy-tailed Gradients ICML 2021 On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021 On the Linear Convergence of Policy Gradient Methods for Finite MDPs AISTATS 2021 On the Theory of Reinforcement Learning with Once-per-Episode Feedback NeurIPS 2021 Optimal Policies Tend To Seek Power NeurIPS 2021 Optimism in Reinforcement Learning with Generalized Linear Function Approximation ICLR 2021 Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation WACV 2021