reinforcement learning

Softmax Policy Gradient Methods Can Take Exponential Time to Converge COLT 2021 Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning ICML 2021 Solving Continuous Control with Episodic Memory IJCAI 2021 Solving JumpIN’ Using Zero-Dependency Reinforcement Learning (Student Abstract) AAAI 2021 Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NeurIPS 2021 Specializing Versatile Skill Libraries using Local Mixture of Experts CoRL 2021 Stabilizing Dynamical Systems via Policy Gradient Methods NeurIPS 2021 State Entropy Maximization with Random Encoders for Efficient Exploration ICML 2021 State-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract) AAAI 2021 Storchastic: A Framework for General Stochastic Automatic Differentiation NeurIPS 2021 Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021 Structured World Belief for Reinforcement Learning in POMDP ICML 2021 Successor Feature Sets: Generalizing Successor Representations Across Policies AAAI 2021 Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding NeurIPS 2021 Symmetry-Aware Actor-Critic for 3D Molecular Design ICLR 2021 Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning AAAI 2021 Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation CoRL 2021 Targeted Data Acquisition for Evolving Negotiation Agents ICML 2021 Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate AAAI 2021 Teachable Reinforcement Learning via Advice Distillation NeurIPS 2021 TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021 Temporal Induced Self-Play for Stochastic Bayesian Games IJCAI 2021 Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks AAAI 2021 TempoRL: Learning When to Act ICML 2021 Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines AAAI 2021