From 7e1d8c4a28baa5634a0502251fe553b714c4531e Mon Sep 17 00:00:00 2001 From: tactino <18781106300@163.com> Date: Sun, 27 Sep 2026 07:27:01 -0400 Subject: [PATCH 1/3] =?UTF-8?q?coverage:=20the=20fpo-policy=20=C2=B7=20DPP?= =?UTF-8?q?O=20row=20and=20dppo-policy's=20Hopper=20and=20Walker2d=20learn?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Five cells change from "no learning" or "still rising" to "learns": fpo-policy under DPPO with dppo-policy's structure on HalfCheetah, Hopper and Walker2d (plugrl-server E30, E33), and dppo-policy under DPPO on Hopper and Walker2d at 300 iterations (E31). New clips from each cell's median seed, coverage.json regenerated, and the grid still for the READMEs. The command panel's note no longer says every experiment ran seeds 0-2: E33 ran Hopper on seeds 3-5. --- docs/javascripts/coverage.js | 4 ++-- docs/media/coverage-grid.jpg | Bin 284820 -> 287690 bytes docs/media/coverage/coverage.json | 2 +- docs/media/coverage/dppo-dppo-hopper.jpg | Bin 10939 -> 11349 bytes docs/media/coverage/dppo-dppo-hopper.mp4 | Bin 23842 -> 67188 bytes docs/media/coverage/dppo-dppo-walker.jpg | Bin 9489 -> 9941 bytes docs/media/coverage/dppo-dppo-walker.mp4 | Bin 19406 -> 27136 bytes docs/media/coverage/fpo-dppo-cheetah.jpg | Bin 10040 -> 9795 bytes docs/media/coverage/fpo-dppo-cheetah.mp4 | Bin 100320 -> 122392 bytes docs/media/coverage/fpo-dppo-hopper.jpg | Bin 11149 -> 11083 bytes docs/media/coverage/fpo-dppo-hopper.mp4 | Bin 10375 -> 50628 bytes docs/media/coverage/fpo-dppo-walker.jpg | Bin 9684 -> 10461 bytes docs/media/coverage/fpo-dppo-walker.mp4 | Bin 7403 -> 28778 bytes 13 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/javascripts/coverage.js b/docs/javascripts/coverage.js index 619abaf..9bd7c47 100644 --- a/docs/javascripts/coverage.js +++ b/docs/javascripts/coverage.js @@ -49,7 +49,7 @@ clientNote: (e) => `uv sync --extra ${e.extra}: ${e.packages}`, cmdHint: "Click another cell: the highlighted words are what changed. Shown with seed 0 " + - "(the experiments ran seeds 0-2); the client's episode count is only an upper bound, " + + "(each experiment ran three seeds); the client's episode count is only an upper bound, " + "the server ends the run.", vlaHint: "Cluster paths are placeholders; the linked script has the rest.", copy: "Copy", @@ -87,7 +87,7 @@ client: "环境客户端", clientNote: (e) => `uv sync --extra ${e.extra}:${e.packages}`, cmdHint: - "点另一格:高亮的就是变了的词。这里统一写成种子 0(实验跑的是 0 到 2 三个种子);" + + "点另一格:高亮的就是变了的词。这里统一写成种子 0(每个实验跑了三个种子);" + "客户端的回合数只是个上限,什么时候停由服务端决定。", vlaHint: "集群上的路径用占位符代替,完整内容见链接的脚本。", copy: "复制", diff --git a/docs/media/coverage-grid.jpg b/docs/media/coverage-grid.jpg index 49a5c8226bb4ff683ec1ff6d81b0ced1ead4a2f8..a6a215a67b8377892d2e9424c3379f3acf260548 100644 GIT binary patch delta 158383 zcmeFYc{r6_`#-!!>~aw^Snv3!Ted_sSy-o5A{iA%))ahY1IZAka3wN!gt|%dRFI= zjC}0O5`pe98$m}9C9WeaIK;YAdU}loimD3?vBOWnr-^Kk-554$6`BlGRSl>_%AMz6 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zQ_uO)V-?lp?EZKJtOoJ&*XBzD9cr2(N0#fA=VVXaWVlwl`lMhQ%)X8g?RMe=?fD@Z z3NYiJRTCZ|OooH1caPJ+RW1?%5MunkLzuAA*3{9uhG||Yw+1V`Lg0r|CUX_35^VV} zhLKD#eZWB7sfFW}TaSMWHOBExbR5qiJ-%OInH_D3LQzU^Io;gj9O zXY$x*6}jht_s_5%0w3EMOQ2=%>H2E$cll6Ehoiu@rJ@HBB(CLXdt-MDdkCYfdcr%E z3hr^=yLN@kB8krelByj&bl9g2vfV4beK9)1cAfsBXg9gi)tMA(!$-ei?k);eVu**{ y!6?DOg4UJe$5D3K0d<2mCWYN`d;{MdH0)F<3lLq)8lWEY0=kACxK#F;lK%sA!=%sv From 4c237559de3245342d14b04ec924fae7e3966676 Mon Sep 17 00:00:00 2001 From: tactino <18781106300@163.com> Date: Sun, 27 Sep 2026 09:44:43 -0400 Subject: [PATCH 2/3] =?UTF-8?q?coverage:=20pi0-policy=20=C2=B7=20FPO=20hol?= =?UTF-8?q?ds=20with=20FPO++'s=20chunk=20loss?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit plugrl-server E32 found why one FPO iteration took pi0.5 to zero: this FPO scored an action chunk by averaging the error over all 320 of its elements, most of them padding or steps never executed. Scored as FPO++ scores it, one update leaves pi0.5 at 33 of 50. The cell moves from "collapses" to "holds", with a new clip of that checkpoint on the same scene as the other two, and the home pages say what was found in place of "still tracking it down" - and that surviving is not yet improving. --- docs/index.md | 12 ++++++++++-- docs/index.zh.md | 10 ++++++++-- docs/media/coverage/coverage.json | 2 +- docs/media/coverage/pi0-fpo.jpg | Bin 9535 -> 8422 bytes docs/media/coverage/pi0-fpo.mp4 | Bin 46601 -> 39386 bytes 5 files changed, 19 insertions(+), 5 deletions(-) diff --git a/docs/index.md b/docs/index.md index b44ede4..9133d12 100644 --- a/docs/index.md +++ b/docs/index.md @@ -100,8 +100,9 @@ episodes, and the clip is the episode with the median return, not the best one. `dppo-policy · FPO` is missing because it cannot exist: FPO trains flow policies only. The three pi0.5 clips all start from the same scene, the first one the released policy solves, and the numbers under them come from -fifty-episode evaluations. pi0.5 falling to zero after one FPO iteration is a -defect of ours we are still tracking down, not a finding about FPO. The +fifty-episode evaluations. pi0.5 used to fall to zero after one FPO +iteration; the defect was ours, in how our FPO scored an action chunk, and +with FPO++'s way of scoring it the policy survives ([E32](https://github.com/PlugRL/plugrl-server/tree/main/experiments/e32-pi0-fpo-plus-plus)). The scripts that made all of this are in [figures/coverage](https://github.com/PlugRL/plugrl-server/tree/main/figures/coverage). @@ -139,6 +140,13 @@ were pre-registered, and one of them is falsified. The numbers, the recorded environment of both processes, and what none of it supports: [E11](https://github.com/PlugRL/plugrl-server/tree/main/experiments/e11-vla-rl-libero). +The collapse turned out to be ours. This FPO scored an action chunk by +averaging the error over all 320 of its elements, most of them padding or +steps the client never executed; scored as FPO++ scores it - the executed +steps and the dimensions LIBERO uses - one update leaves pi0.5 at 33 of 50 +([E32](https://github.com/PlugRL/plugrl-server/tree/main/experiments/e32-pi0-fpo-plus-plus)). That it survives is all this shows: nothing yet says RL +makes it better. + ## The environment side needs neither CUDA nor a GPU The training server is 6.5G and wants a GPU. The machine running environments diff --git a/docs/index.zh.md b/docs/index.zh.md index 767154a..72d3ddd 100644 --- a/docs/index.zh.md +++ b/docs/index.zh.md @@ -85,8 +85,9 @@ PlugRL 把策略、算法和环境拆开,所以真正值得回答的问题是 每段视频都取自三个种子里最后十轮回报居中的那个种子的最终检查点。这个检查点评估了五 个回合,放出来的是回报居中的那一回合,不是最好的那一回合。表里没有 `dppo-policy · FPO`, 因为这个组合不存在:FPO 只能训练流策略。pi0.5 的三段视频都从同一个场景开始,也就是原 -版策略能完成的第一个场景;视频下面的数字来自 50 个回合的评估。pi0.5 一轮 FPO 后掉到 -零,是我们平台的问题,还在排查,不是关于 FPO 的结论。生成这些内容的脚本在 +版策略能完成的第一个场景;视频下面的数字来自 50 个回合的评估。pi0.5 以前一轮 FPO 后 +就掉到零,问题出在我们这边——这里的 FPO 给动作块打分的方式不对,换成 FPO++ 的打分方式后 +策略就不再被毁([E32](https://github.com/PlugRL/plugrl-server/tree/main/experiments/e32-pi0-fpo-plus-plus))。生成这些内容的脚本在 [figures/coverage](https://github.com/PlugRL/plugrl-server/tree/main/figures/coverage)。 训练端和环境端连 Python 环境都不共用。训练这些格子的服务端,没有一台装了 MuJoCo、robosuite @@ -116,6 +117,11 @@ FPO 用回传的反馈训练。边界本身没有任何改动,变的只是策 进程各自被记录下来的环境,以及这些数据**不能**支持的结论,见 [E11](https://github.com/PlugRL/plugrl-server/tree/main/experiments/e11-vla-rl-libero)。 +这次归零后来查清了,原因在我们:这里的 FPO 给一个动作块打分时,对全部 320 个元素的 +误差取平均,其中大部分是补零的维度或客户端根本没执行的步。按 FPO++ 的方式打分——只算 +执行了的步、只算 LIBERO 用到的维度——一次更新后 pi0.5 还有 33/50([E32](https://github.com/PlugRL/plugrl-server/tree/main/experiments/e32-pi0-fpo-plus-plus))。 +这只说明它不再被毁,还不能说明强化学习能让它变好。 + ## 环境端既不需要 CUDA,也不需要 GPU 训练端有 6.5G,而且要一张显卡;跑环境的那台机器不必如此。LIBERO 环境端可以装成 diff --git a/docs/media/coverage/coverage.json b/docs/media/coverage/coverage.json index 02de39d..9911022 100644 --- a/docs/media/coverage/coverage.json +++ b/docs/media/coverage/coverage.json @@ -1 +1 @@ -{"rows":[{"id":"fpo-fpo","label":"fpo-policy · FPO"},{"id":"fpo-dppo","label":"fpo-policy · DPPO"},{"id":"dppo-dppo","label":"dppo-policy · DPPO"}],"columns":[{"id":"cheetah","label":"HalfCheetah-v5"},{"id":"hopper","label":"Hopper-v5"},{"id":"walker","label":"Walker2d-v5"},{"id":"square","label":"robomimic 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z%=dLrf+2f^gL8iWCvJt*RnQr6M`W`Yp{Jh%vD}?yvS4cY&M$v*4|JFIP^fOj1_(N2 zA2j@&cC6PG801JlKpTwugyk38DO+j(`5UG0QVCxKe4LrFAfrHr!DtArlktssb*nqT n+E^Z?4vk}%x%y0-R(M$JvF9BqcZviK-Q%@?@7qs7(eVEO0eWBI From 566b0e8d6430c08368017221f1a1fc886fd5b2f3 Mon Sep 17 00:00:00 2001 From: tactino <18781106300@163.com> Date: Sun, 27 Sep 2026 12:34:24 -0400 Subject: [PATCH 3/3] =?UTF-8?q?coverage:=20dppo-policy=20=C2=B7=20DPPO=20l?= =?UTF-8?q?earns=20robomimic=20square?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit plugrl-server E34 ran dppo-policy on square the way DPPO's authors fine-tune it - their released checkpoint's ema weights, the last 10 of 20 denoising steps, every value of their square config - and training success rose from 0.33-0.36 to 0.65-0.70 on every seed. 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