deep reinforcement learning

Self-Supervised Attention-Aware Reinforcement Learning AAAI 2021 SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity NSDI 2021 Simple Augmentation Goes a Long Way: ADRL for DNN Quantization ICLR 2021 Smooth Exploration for Robotic Reinforcement Learning CoRL 2021 Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021 Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective ICML 2021 SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021 Stable-Baselines3: Reliable Reinforcement Learning Implementations JMLR 2021 Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning NeurIPS 2021 SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning ICML 2021 Tactical Optimism and Pessimism for Deep Reinforcement Learning NeurIPS 2021 TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning NeurIPS 2021 Task-Agnostic Morphology Evolution ICLR 2021 Taylor Expansion of Discount Factors ICML 2021 TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL ICML 2021 TempoRL: Learning When to Act ICML 2021 The Difficulty of Passive Learning in Deep Reinforcement Learning NeurIPS 2021 Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation AAAI 2021 The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning NeurIPS 2021 The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021 Time-Constrained Multi-Agent Path Finding in Non-Lattice Graphs with Deep Reinforcement Learning ACML 2021 Towards Deeper Deep Reinforcement Learning with Spectral Normalization NeurIPS 2021 Transient Non-stationarity and Generalisation in Deep Reinforcement Learning ICLR 2021 Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021 Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021