← Learning Types
Machine Learning › Learning Types ›

Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Interaction-Grounded Learning ICML 2021
CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee ICML 2021
Doubly Robust Off-Policy Actor-Critic: Convergence and Optimality ICML 2021
Temporal Induced Self-Play for Stochastic Bayesian Games IJCAI 2021
Emergent Prosociality in Multi-Agent Games Through Gifting IJCAI 2021
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks IJCAI 2021
Data-Efficient Reinforcement Learning for Malaria Control IJCAI 2021
Multi-Objective Reinforcement Learning for Designing Ethical Environments IJCAI 2021
Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration IJCAI 2021
Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021
Inferring Time-delayed Causal Relations in POMDPs from the Principle of Independence of Cause and Mechanism IJCAI 2021
Efficient PAC Reinforcement Learning in Regular Decision Processes IJCAI 2021
Reconciling Rewards with Predictive State Representations IJCAI 2021
Variational Model-based Policy Optimization IJCAI 2021
The Successful Ingredients of Policy Gradient Algorithms IJCAI 2021
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021
Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness IJCAI 2021
Independence-aware Advantage Estimation IJCAI 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021
Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu IJCAI 2021
Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning IJCAI 2021
BKT-POMDP: Fast Action Selection for User Skill Modelling over Tasks with Multiple Skills IJCAI 2021
Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021
Planning and Reinforcement Learning for General-Purpose Service Robots IJCAI 2021
Waypoint Models for Instruction-Guided Navigation in Continuous Environments ICCV 2021