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2026-08 (from id) |
HmiouiReda/cylindrical-mckean-vlasov/cylindrical.py fd91c1e2b885950a |
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2026-08 (from id) |
nicklashansen/tdmpc2/tdmpc2/common/layers.py 596a1441bb20a1c6 |
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MIT (permissive) |
| Diffusion Policy with Behavioral Advantage Correction for Offline Reinforcement Learning added by Syntology |
2026-08 (from id) |
thu-ml/SRPO/model.py d466e7f1c4364a0b |
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| Pareto Q-Learning with Reward Machines added by Syntology |
2026-06 (from id) |
arnaudlequen/PQLRM/baselines/common/networks.py 0be43fb4202eab1d |
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2026-05 (from id) |
wertyuilife2/bmpc/bmpc/common/layers.py 596a1441bb20a1c6 |
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| Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning added by Syntology |
2026-05 (from id) |
milanganai/milanganai.github.io/NeurIPS2023/code/core_respo.py 7569e2a512ec417c |
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rl-bandits-lab/RL-Backdoor/backdoor_attack/multiagent_competition/fast_failing/train/ppo_core.py 7569e2a512ec417c |
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| Breaking the Computational Barrier: Provably Efficient Actor-Critic for Low-Rank MDPs added by Syntology |
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shelowize/lvrep-rl/agent/ctrlsac/ctrlsac_agent.py bc4901b707963357 |
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| A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models added by Syntology |
2026-03 (from id) |
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| PRISM: Parallel Reward Integration with Symmetry for MORL added by Syntology |
2026-02 (from id) |
EVIEHub/PRISM/code/morl_baselines/common/networks.py 0be43fb4202eab1d |
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| Training-Free Adaptation of Diffusion Models via Doob's h-Transform added by Syntology |
2026-02 (from id) |
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2026-02 (from id) |
facebookresearch/gwil/utils.py db00dda8b96201d3 |
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2026-02 (from id) |
liuzuxin/OSRL/osrl/common/net.py cb1929149ecc4471 |
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| How Patterns Dictate Learnability in Sequential Data added by Syntology |
2025-10 (from id) |
EkMeasurable/Learnability_Ipred/utils/estimators.py de9c360366d3ff62 |
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| arXiv:2506.07255 |
2025-06 (from id) |
jacobandreas/psketch/models/net.py cb7804b9a14c70d7 |
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| Simple, Good, Fast: Self-Supervised World Models Free of Baggage |
3 Jun 2025 |
jrobine/sgf/src/wm.py 82d342964b41dc7f |
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| arXiv:2504.06386 |
2025-04 (from id) |
JacquesCloete/sport/src/sport/rl/algos/projected_ppo/core.py 61b48ea6bc10d51e |
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| Discrete Codebook World Models for Continuous Control |
1 Mar 2025 |
aidanscannell/dcmpc/utils/layers.py 9acd81aa05192bdb |
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| Learning Getting-Up Policies for Real-World Humanoid Robots |
17 Feb 2025 |
RunpeiDong/HumanUP/simulation/rsl_rl/rsl_rl/utils/layers.py fc4e341b9c79e617 |
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| Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback |
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| Zero-Shot Offline Imitation Learning via Optimal Transport |
11 Oct 2024 |
martius-lab/zilot/zilot/model/curious.py cad2da135c7b87f7 |
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| TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation |
19 Sep 2024 |
liyaxuanliyaxuan/TinyVLA/policy_heads/models/detr_vae.py 6fc99436fb828638 |
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| OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning |
19 Jul 2024 |
yihangyao/OASIS/OSRL/osrl/common/net.py cb1929149ecc4471 |
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| Scalable Exploration via Ensemble++ |
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| Scalable Exploration via Ensemble++ |
18 Jul 2024 |
szrlee/GPT-HyperAgent/network/epinet.py 5936968885fd5884 |
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| Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control |
12 Jul 2024 |
thu-ml/Efficient-Diffusion-Alignment/model.py d466e7f1c4364a0b |
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| RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization |
23 Jun 2024 |
suous/repnext/detection/repnext.py 5b6fdf4c5a3bc3fa |
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| Diffusion Policies creating a Trust Region for Offline Reinforcement Learning |
30 May 2024 |
TianyuCodings/Diffusion_Trusted_Q_Learning/agents/model.py bdef24507a4ccfa7 |
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| Diffusion Policies creating a Trust Region for Offline Reinforcement Learning |
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| Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control |
25 May 2024 |
denisyarats/pytorch_sac/utils.py db00dda8b96201d3 |
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| Diffusion Actor-Critic with Entropy Regulator |
24 May 2024 |
happy-yan/DACER-Diffusion-with-Online-RL/relax/network/blocks.py ab957cbc27bee860 |
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| Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling |
23 May 2024 |
lwwu2/nde/model/encoding.py 32bc26fbd416c698 |
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| Towards noise contrastive estimation with soft targets for conditional models |
22 Apr 2024 |
uhlmanngroup/soft-target-infonce/util/vit.py 66d034d2868cf2e3 |
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| Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras |
22 Apr 2024 |
uoe-agents/mvd/utils.py bdef24507a4ccfa7 |
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| Tree Search-Based Policy Optimization under Stochastic Execution Delay |
8 Apr 2024 |
davidva1/Delayed-EZ/config/atari/model.py 7af8d641a39b4ee5 |
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| Model-based Reinforcement Learning for Parameterized Action Spaces |
3 Apr 2024 |
valarzz/dlpa/models/networks.py 8c6d7bf8521d9aaf |
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| Learning Useful Representations of Recurrent Neural Network Weight Matrices |
18 Mar 2024 |
vincentherrmann/rnn-weights-representation-learning/rnn_weights_representation_learning/modules_rnn_encoders.py 173e195e1fe036cf |
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| EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data |
1 Mar 2024 |
shengjiewang-jason/efficientzerov2/ez/agents/models/layer.py 1fcac51bd776abb0 |
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| ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update |
1 Feb 2024 |
maoliyuan/ODICE-Pytorch/util.py 3448a21f1f811223 |
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| Off-Policy Primal-Dual Safe Reinforcement Learning |
26 Jan 2024 |
AlgTUDelft/WCSAC/wc_sac/sac/wcsac.py e6f12e62f88b74b9 |
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| Generalizable Visual Reinforcement Learning with Segment Anything Model |
28 Dec 2023 |
wadiuvatzy/sam-g/algos/drq.py bdef24507a4ccfa7 |
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| Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework |
21 Nov 2023 |
lucasalegre/morl-baselines/morl_baselines/common/networks.py 0be43fb4202eab1d |
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| Replay-enhanced Continual Reinforcement Learning |
20 Nov 2023 |
Sweety-dm/RECALL/myrecall/sac/models.py d8d6e9ae3541d61c |
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| TD-MPC2: Scalable, Robust World Models for Continuous Control |
25 Oct 2023 |
nicklashansen/tdmpc/src/algorithm/tdmpc.py 8c6d7bf8521d9aaf |
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| Distributional Soft Actor-Critic with Three Refinements |
9 Oct 2023 |
jingliang-duan/dsac-t/networks/mlp.py 7569e2a512ec417c |
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| 3D Implicit Transporter for Temporally Consistent Keypoint Discovery |
10 Sep 2023 |
zhongcl-thu/3D-Implicit-Transporter/core/nets/model_utils.py f28b37b553b6d834 |
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| Improving Generalization in Reinforcement Learning Training Regimes for Social Robot Navigation |
29 Aug 2023 |
RAISE-Lab/soc-nav-training/CrowdNav/crowd_nav/policy/cadrl.py 41b3a883a96e7454 |
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| JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery |
31 Jul 2023 |
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| RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization |
15 Jul 2023 |
gemcollector/rl-vigen/algos/drq.py bdef24507a4ccfa7 |
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| Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications |
7 Jun 2023 |
pliang279/pid/estimators/ce_alignment_information.py 25d792e8c00de62b |
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| ROSARL: Reward-Only Safe Reinforcement Learning |
31 May 2023 |
geraudnt/rosarl/safety_ai_gym/safety-starter-agents/safe_rl/pg/network.py e68b07bcdded00fa |
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| Representation Learning via Manifold Flattening and Reconstruction |
2 May 2023 |
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| Learning to Extrapolate: A Transductive Approach |
27 Apr 2023 |
avivne/bilinear-transduction/utils/networks.py db00dda8b96201d3 |
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| Learning to Extrapolate: A Transductive Approach |
27 Apr 2023 |
learningmatter-mit/matex/blt/utils/networks.py ebb5e4d5764029a8 |
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| Permutation Equivariant Neural Functionals |
27 Feb 2023 |
jkalogero/scalegmn/src/scalegmn/layers.py 67d3763fe4254040 |
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| Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework |
23 Feb 2023 |
pliang279/pid/estimators/ce_alignment_information.py a1dadeb1ac1d82ee |
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| Improving Adaptive Conformal Prediction Using Self-Supervised Learning |
23 Feb 2023 |
seedatnabeel/sscp/src/VIME/supervised_models.py 5785647801cd5536 |
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| AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios |
5 Feb 2023 |
dedekinds/neurvec/cases/elastic_pend/models.py a698b8109aece8f4 |
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| Constrained Decision Transformer for Offline Safe Reinforcement Learning |
14 Feb 2023 |
liuzuxin/osrl/osrl/algorithms/cdt.py cb1929149ecc4471 |
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| ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints |
2 Feb 2023 |
openai/safety-starter-agents/safe_rl/pg/network.py e68b07bcdded00fa |
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| Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints |
26 Jan 2023 |
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| Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement |
2 Nov 2022 |
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| On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning |
19 Oct 2022 |
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| Planning for Sample Efficient Imitation Learning |
18 Oct 2022 |
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| Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm |
14 Oct 2022 |
akjayant/mbppol/src/core.py 7569e2a512ec417c |
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| A Mixture of Surprises for Unsupervised Reinforcement Learning |
13 Oct 2022 |
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11 Oct 2022 |
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| General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States |
4 Jul 2022 |
idsia/policyevaluator/core.py 7569e2a512ec417c |
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| Behavior Transformers: Cloning $k$ modes with one stone |
22 Jun 2022 |
notmahi/bet/models/mlp.py aee85acbd82e6f57 |
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| Behavior Transformers: Cloning $k$ modes with one stone |
22 Jun 2022 |
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| Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning |
30 May 2022 |
yinglunxu/reward_poisoning_attack_drl/src/all_class.py c31034abc86fa912 |
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| On the Robustness of Safe Reinforcement Learning under Observational Perturbations |
29 May 2022 |
liuzuxin/safe-rl-robustness/rsrl/policy/model/mlp_ac.py 2bc10041d414773a |
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| ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks |
17 May 2022 |
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| ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks |
17 May 2022 |
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| Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods |
6 Nov 2021 |
artberryx/SAR/sb/stable_baselines/common/tf_layers.py b1b0b13946e3393b |
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| Mastering Atari Games with Limited Data |
30 Oct 2021 |
werner-duvaud/muzero-general/models.py 0de5facee665b75a |
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| Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee |
26 Oct 2021 |
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| Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning |
11 Oct 2021 |
anon-researcher-repo/ksl/ksl/utils.py bdef24507a4ccfa7 |
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| Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms |
25 Sep 2021 |
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| Do Vision Transformers See Like Convolutional Neural Networks? |
19 Aug 2021 |
sayakpaul/probing-vits/vit/models.py 634feb32dddf418f |
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| Partition and Code: learning how to compress graphs |
5 Jul 2021 |
gbouritsas/PnC/models/GNN_neural_part_subgraph_selection.py cd5a40ffd4482a6d |
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| Safe Reinforcement Learning Using Advantage-Based Intervention |
16 Jun 2021 |
nolanwagener/safe_rl/safe_rl/algos/cppo/core.py 7569e2a512ec417c |
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| Independent mechanism analysis, a new concept? |
9 Jun 2021 |
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| Decision Transformer: Reinforcement Learning via Sequence Modeling |
2 Jun 2021 |
facebookresearch/salina/salina_examples/offline_rl/decision_transformer/agents.py 4e4aebc21d42fb20 |
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| Adversarial Intrinsic Motivation for Reinforcement Learning |
27 May 2021 |
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| Going deeper with Image Transformers |
31 Mar 2021 |
sayakpaul/cait-tf/cait/models.py ae83452001c08f2a |
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| An Experimental Review on Deep Learning Architectures for Time Series Forecasting |
22 Mar 2021 |
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| Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control |
19 Oct 2020 |
combra-lab/pop-spiking-deep-rl/popsan_drl/popsan_sac/core_cuda.py 7569e2a512ec417c |
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| Cascaded Refinement Network for Point Cloud Completion with Self-supervision |
17 Oct 2020 |
xiaogangw/cascaded-point-completion/utils/tf_util.py d7801db447fad2f4 |
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| Deep Image Orientation Angle Detection |
21 Jun 2020 |
pidahbus/deep-image-orientation-angle-detection/layers.py be7ca88da0c9f87c |
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| Automatic Recall Machines: Internal Replay, Continual Learning and the Brain |
22 Jun 2020 |
xu-ji/ARM/code/models/mlp.py c284d36ef4155ddd |
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| AWAC: Accelerating Online Reinforcement Learning with Offline Datasets |
16 Jun 2020 |
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| Self-Imitation Learning via Generalized Lower Bound Q-learning |
12 Jun 2020 |
openai/spinningup/spinup/algos/pytorch/ddpg/core.py 7569e2a512ec417c |
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| Self-supervised Learning from a Multi-view Perspective |
10 Jun 2020 |
yaohungt/Demystifying_Self_Supervised_Learning/Omniglot/compute_MI_CondEntro.py b509a54eb5ec250b |
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| Neural Methods for Point-wise Dependency Estimation |
9 Jun 2020 |
yaohungt/Pointwise_Dependency_Neural_Estimation/MI_Est_and_CrossModal/src/models.py 25d792e8c00de62b |
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| Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels |
28 Apr 2020 |
xingyu-lin/softagent/drq/Drq.py bdef24507a4ccfa7 |
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| Class-Imbalanced Semi-Supervised Learning |
17 Feb 2020 |
MinsungHyun/Class-Imbalanced-Semi-Supervised-Learning/CISSL_cls/lib/mlp.py 2a826909e901934c |
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| Unsupervised Cross-lingual Representation Learning at Scale |
5 Nov 2019 |
Tikquuss/meta_XLM/XLM/src/model/transformer.py a05791210b07b83d |
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| Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments |
16 Oct 2019 |
flowersteam/teachDeepRL/teachDRL/spinup/algos/ddpg/core.py e68b07bcdded00fa |
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| Do Neural Language Representations Learn Physical Commonsense? |
8 Aug 2019 |
mbforbes/physical-commonsense/pc/models.py 040799bb98fb58f2 |
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| Unsupervised Emergence of Egocentric Spatial Structure from Sensorimotor Prediction |
4 Jun 2019 |
alaflaquiere/learn-spatial-structure/Networks.py 2420edc5273f2b91 |
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| Information asymmetry in KL-regularized RL |
3 May 2019 |
RobvanGastel/svg-priors/utils/misc.py 7569e2a512ec417c |
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| Generative Adversarial User Model for Reinforcement Learning Based Recommendation System |
27 Dec 2018 |
xinshi-chen/GenerativeAdversarialUserModel/ganrl/experiment_user_model/utils.py b17c545361c395ea |
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| Soft Actor-Critic Algorithms and Applications |
13 Dec 2018 |
willwhitney/pytorch_sac_lib/sac_utils.py db00dda8b96201d3 |
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| Provably Efficient Maximum Entropy Exploration |
6 Dec 2018 |
abbyvansoest/maxent/core.py e68b07bcdded00fa |
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